From 1171254418876cf32c80a17de0c5d1e15e4afe22 Mon Sep 17 00:00:00 2001 From: daslu Date: Fri, 28 Jun 2024 17:58:33 +0000 Subject: [PATCH] deploy: fbafdcdb8852cdcb1b01704151f25a78dd0a37f9 --- docs/community/about/index.html | 2 +- docs/community/chat/index.html | 2 +- docs/community/contact/index.html | 2 +- docs/community/events/index.html | 2 +- docs/community/getting_involved/index.html | 2 +- docs/community/groups/data-recur/index.html | 2 +- docs/community/groups/ds4clj/index.html | 2 +- docs/community/groups/index.html | 2 +- docs/community/groups/index.xml | 2 +- docs/community/groups/interop/index.html | 2 +- docs/community/groups/jointprob/index.html | 2 +- docs/community/groups/llm-meetups/index.html | 2 +- docs/community/groups/ml-study/index.html | 2 +- .../groups/probabilistic-modelling-study-group/index.html | 2 +- docs/community/groups/real-world-data/index.html | 6 +++--- docs/community/groups/sci-fu/index.html | 2 +- docs/community/groups/sicmutils/index.html | 2 +- docs/community/groups/sitemap.xml | 2 +- docs/community/groups/visual-tools/index.html | 2 +- docs/community/groups/wolfram-clojure-bridge/index.html | 2 +- docs/community/index.html | 2 +- docs/community/sitemap.xml | 2 +- docs/index.html | 2 +- docs/resources/audio/index.html | 2 +- docs/resources/index.html | 2 +- docs/resources/libs/index.html | 2 +- docs/resources/reading/index.html | 2 +- docs/resources/video/index.html | 2 +- ...7f68b2ab602f8a9e86cfc81c609e344a6a0693681e58356427531.js | 2 +- sitemap.xml | 2 +- 30 files changed, 32 insertions(+), 32 deletions(-) rename index.min.988bdd8b01620bb239afc40f04f7dc1cebde6ecce3c600f08bac3e765699a501520e839b2c11f75fcbb0101302391f5b9df90f64cf8083d52f5656720b9eb851.js => index.min.c5515503e1d3647969782ca61dd1e6f4a243027ca6a5c0a55bc44fcbef65cf22613a03deb8c7f68b2ab602f8a9e86cfc81c609e344a6a0693681e58356427531.js (84%) diff --git a/docs/community/about/index.html b/docs/community/about/index.html index 015abd5f..d7b707ee 100644 --- a/docs/community/about/index.html +++ b/docs/community/about/index.html @@ -17,4 +17,4 @@ Dev & study groups

About Scicloj

What

Scicloj is an open, free and dynamic hub for building a Clojure ecosystem for data science, scientific computing and data engineering.

In short, it is for anyone who is interested in using Clojure to work with data.

There are various places where activities move forward (for more info check the Where section), and they are all open to discussion and contribution.

Who

We are Clojurians coming from very different backgrounds and with very different levels of knowledge around Clojure and data science who share a common goal: making Clojure and data science better by combining them.

Everyone is welcome to contribute, to consume and to use Scicloj however they like.

Why

A few people met on the internet one day and they all shared the same thought: Clojure is great, data science is cool, let’s put them together to make a crying rainbow of awesomeness! The first issues encountered led to a couple of revelations: Clojure is indeed cool, but data science relies heavily on FOSS libraries and tools that in Clojureland are all scattered around and usually poorly documented.

Scicloj is an umbrella for libraries, tutorials, ideas and open discussion trying to move further the idea that not only data science is possible with Clojure, but it can be a very nice experience as well (and it just works!).

How

Scicloj tries to create broad discussions, where community members can reason together about their common goals.

At the same time, it maintains dedicated task groups that can have discussion around certain topics, such as: machine learning, wrapping useful data science libraries for use with Clojure, writing tutorials, organizing the community, editing the Scicloj website, and more.

In addition to textual, everyday discussions, Scicloj encourages meetings in small groups, as well as larger gatherings.

Where

Contact details

Getting Involved →
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Chat streams

The Clojurians Zulip

Most of our communication takes place in specific streams at the Clojurians Zulip chat.

Small task groups often create ad-hoc streams for their task, but a lot of the communitcation takes place in more popular, long-living streams (examples below).

Most streams are public, some are private. Usually, streams are chosen to be private not for secrecy, but for focus, and for creating an atmosphere where people are comfortable talking, knowing who are listening.

This original announcement of the Clojurians Zulip by Gert Goet gives some context and explains why it makes sense for some parts of the Clojure community to move into Zulip. Scicloj followed that advice.

Relevant active streams

Here are the main scicloj-related active streams, dedicated to certain subgroups, child communities or sister communities of scicloj.

General discussion and Q&A

Dev chat of specific tools and libraries

Active study groups / dev groups

For more information, see also the list of dev & study groups at the website.

General streams worth knowing about:

Inactive streams of the past, that might be of interest

You may wish to learn a little bit about the concepts of Zulip streams and topics. Note that all streams and topics (and even single messages) have URLs, that you can open at separate tabs in your browser.

When joining Zulip, it is a good idea to present yourself at the #new-members / hello topic, and in general, at topics called ‘hello’ or ‘personal introductions’ at specific streams you are subscribing to, mainly this ‘hello’ topic at the #data-science stream.

When reading the feed to cactch up, it is sometimes comfortable to browse through the aggregate feed of all streams, or at the feed of a specific stream, such as #data-science.

When writing messages, it is recommended to be at the page of a specific topic, e.g. #data-science / tech.ml.dataset. That would prevent some very common mistake, of writing under the wrong topic.

You may wish to configure the streams-notifications behaviours to your taste.

To discover conversations relevant to you, you may browse and subscribe to streams. To see the feed of all public streams, including those you are not subscribed to, you can look at this URL (note that we are filtering out the huge #slack-archive stream).

← Getting Involved
Events →
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Contact

← Events
Tools and libraries →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/events/index.html b/docs/community/events/index.html index abe0b21d..9e6db39a 100644 --- a/docs/community/events/index.html +++ b/docs/community/events/index.html @@ -11,4 +11,4 @@ Dev & study groups

Events

Our public events are shared at the Clojure calendar feed.

← Chat streams
Contact →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/getting_involved/index.html b/docs/community/getting_involved/index.html index 3694db10..0fd02c24 100644 --- a/docs/community/getting_involved/index.html +++ b/docs/community/getting_involved/index.html @@ -16,4 +16,4 @@ You may just pick an existing tutorial and translate it to Clojure. Or, you can pick some fresh new data and start analysing them from scratch.

Join the organizing team

Are you interested in the human aspects of growing the community? Or, do you want to be involved in the thought process about the goals and priorities of this community? Then the scicloj organizing team would welcome you to join. Even if your time is limited, contributing your thought can be important.

Pair with a library author

Library authors need users. Some of the actively developed libraries would benefit a lot from a user trying to use them and sharing their findings.

Help building the website and knowledge base

The scicloj website would love to have more people involved in it. Contributing to the content organization, writing opinionated blog posts, helping with the aesthetics – all would be welcome.

Create some proof of concept

Do you think that something is missing in our stack? Then let us maybe create it! Beginning with a small proof of concept, you can test the idea with other community members. If you suggest your idea, maybe someone will be happy to join you, and you create it together.

Contribute to a library

Is there any library that you are curious to learn about or just want to help building? Then a good way to learn may be to contribute. This may be some help in adding a feature, adding some tests, or writing documentation. You can offer that to the library author. Some would be happy and might offer a nice way to begin.

Submit an issue

Have you found a bug or a missing feature? Probably, the maintainers of actively developed libraries would be happy to know about it. Usually, the project Issues page or the project Zulip stream would be the place to do that. Most projects mention the preferred ways of communication in their README.

← About Scicloj
Chat streams →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/data-recur/index.html b/docs/community/groups/data-recur/index.html index 0c441106..45d67932 100644 --- a/docs/community/groups/data-recur/index.html +++ b/docs/community/groups/data-recur/index.html @@ -11,4 +11,4 @@ Dev & study groups

data-recur: recurring updates & discussions around building the emerging data stack

hammock

This group is a space for recurring updates & discussions around the emerging Clojure stack for data processing, analysis, and visualization.

Future topics:

Organizers: Ethan Miller & Daniel Slutsky (please reach out at the Clojurians Zulip)

Frequency of meetings: All-hands monthly meetings + ad-hoc meetings on specific topics

Chat stream: #data-recur

← {coming soon} a dev group about interop and transpilers
scicloj-llm-meetups: public meetings exploring the princples and use of large language models →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/ds4clj/index.html b/docs/community/groups/ds4clj/index.html index f8deca31..22e4ccc2 100644 --- a/docs/community/groups/ds4clj/index.html +++ b/docs/community/groups/ds4clj/index.html @@ -11,4 +11,4 @@ Dev & study groups

{on hold} ds4clj: a data science course for Clojure devs

black-eyed-pea

For various reasons of community priorities, this project was delayed. As of May 2024, we are reconsidering a revised version, which is probably a semi-structured series of talks alongside the more hands-on real-world-data group.

The content below is the old 2022-2023 draft.

exploration meetings preparing for the course

goals

requirements

chat

time

recording

homework

Homework will be composed of:

📖 [Clj4BT] Clojure for the Brave and True by Daniel Higginbotham

This is a great intro to Clojure.

It is useful for those who need a refresh with the language, or are new to it.

Note: Chapter 2 suggests a specific development environment using Emacs (and is also a bit outdated). Emacs is wonderful, but it is not required for learning Clojure. Please reach out for help you wish to learn the book with another environment.

📖 [R4DS] R for Data Science by Wickham and Grolemund

This is a good intro to the R language and its use in basic data-science tasks. It uses the Tidyverse collection of R packages and the so-called “tidy” approach, which is common in today’s R community.

We will use parts of it a basic intro to R. Knowing some R would make participants more independent in approaching study resources on their own. Python could have been another option, but we prefer R, since its ecosystem is arguably more in harmony with the functional approach and with expressing statistical ideas.

📖 [Clj4DS] [Clojure for Data Science](https://www.packtpub.com/product/clojure-for-data-science/9781784397180** by Henry Garner

This is an excellent intro to data science topics, but it uses Clojure libraries which are not actively developed anymore.

It will be used for a few of the case studies, that we will adapt to this course.

list of topics (tentative)

language

(mostly self learning)

from today’s brainstorming:

theory & methods

(very basic intros)

libraries & tools

(some introduced briefly, some more thoroughly)

course plan (very tentative)

monthtopiclibrarieshomework
core topics
1common workflowtablecloth, fastmath, hanami,learn some R and Clojure
scicloj.ml
2descriptive stats,fastmath, kixi.statsapply to a real-world dataset
frequentist stats
3data visualizationhanami, cljplot?apply to a real-world dataset
4arrays & tablesdtype-next, tech.ml.dataset,apply to a real-world dataset,
tableclothrun some speed comparisons
5basic supervised learning workflow,scicloj.ml, mallireproduce some kaggle notebooks
reproducibility, tests
6probability, Bayesian statsinferme, clj-stanreading in Statistical Rethinking,
reproducing some examples
7advanced supervised learning workflowsscicloj.mlreproduce some kaggle notebooks,
explore variations & improvements
8unsupervised learningfastmath, scicloj.mlreproduce some kaggle notebooks,
explore variations & improvements
9python and R interoplibpython-clj, clojisrgo through some tutorials by
interop
specialized topics
10working with tree-sructured data,clojure.walk, specter, meander,scrape & analyse some
web scrapinghickoryunstructured data
11linear algebra, basic image processingneanderthalprocess some images
12deep learningdeep diamondreproduce some tutorials
13async data streamsxforms, kixi.statsanalyse some user events
14natural language processingdatalinguist,analyse some texts,
spaCy through interopwrite rules to capture intents
15graph dataloom, asami, neo4j?analyse some graph data
16big datasetsgeni, clojask, tech.ml.datasetquery and analyse a big dataset,
run some speed comparisons
← Audio
{coming soon} a dev group about interop and transpilers →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/index.html b/docs/community/groups/index.html index 9fab51a7..29ed6e68 100644 --- a/docs/community/groups/index.html +++ b/docs/community/groups/index.html @@ -8,4 +8,4 @@ Dev & study groups

Dev & study groups

Some parts of the Scicloj activity are driven by regular meetings in various groups.

Some of these meetings are public and shared at the Clojure calendar feed. Some study groups such as Jointprob have their own spaces for sharing events.

Data-Recur: Recurring Updates & Discussions Around Building the Emerging Data Stack →
Jointprob: A Probabilistic Modeling and Bayesian Statistics Study Community →
Real-World-Data: A Space to Discuss Your Data and Science Projects in Clojure →
Scicloj-Llm-Meetups: Public Meetings Exploring the Princples and Use of Large Language Models →
Visual-Tools: Regular Updates & Discussions Around Building Visual Tooling →
{Coming Soon} a Dev Group About Interop and Transpilers →
{On Hold} Ds4clj: A Data Science Course for Clojure Devs →
{On Hold} Ml-Study: Practicing the Use of the Emerging Stack →
{On Hold} Sci-Fu: Regular Discussions of Various Dev Projects →
{On Hold} Sicmutils: Studying the Sicmutils Library, Physics, and Geometry →
{On Hold} Wolfram-Clojure-Bridge: Discussing the Usage and Development of the Bridge to Wolfram Language →
{Renamed} Probabilistic Modelling Study Group →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/index.xml b/docs/community/groups/index.xml index 69b91503..19cc1570 100644 --- a/docs/community/groups/index.xml +++ b/docs/community/groups/index.xml @@ -13,7 +13,7 @@ Blog posts # Even though the community was initiated by Scicloj – a community for data science in Clojure – this study community is not focused on any single technology or programming language. Rather, it is open to people of diverse technical backgrounds and will continually seek dialogue and mutual inspiration across languages and technologies.{renamed} probabilistic modelling study grouphttps://scicloj.github.io/docs/community/groups/probabilistic-modelling-study-group/Mon, 28 Feb 2022 00:00:00 +0000https://scicloj.github.io/docs/community/groups/probabilistic-modelling-study-group/This group has been renamed as jointprob.real-world-data: a space to discuss your data and science projects in Clojurehttps://scicloj.github.io/docs/community/groups/real-world-data/Thu, 17 Feb 2022 00:00:00 +0000https://scicloj.github.io/docs/community/groups/real-world-data/The real-world-data group is about the use of Clojure for data and science problems. Schedule # The group meets regularly on Fridays, 17:00 UTC time zone. Please let us know if you wish to join but the time does not work. We may adjust it. -June 28th, 2024 - meeting 8 - topic: high-performance numerics (cont.) - 📆 event June 14th, 2024 - meeting 7 - topic: high-performance numerics using Neanderthal May 31th, 2024 - meeting 6 - focus topic: Intro to linear algebra with applications using Neanderthal - a revised walkthrough will be shared publicly If you wish to present or discuss anything, please let us know.visual-tools: regular updates & discussions around building visual toolinghttps://scicloj.github.io/docs/community/groups/visual-tools/Thu, 17 Feb 2022 00:00:00 +0000https://scicloj.github.io/docs/community/groups/visual-tools/📅Follow our meetings on the Clojure Calendar Feed📅 +June 28th, 2024 - meeting 8 - topic: high-performance numerics (cont.) June 14th, 2024 - meeting 7 - topic: high-performance numerics using Neanderthal May 31th, 2024 - meeting 6 - focus topic: Intro to linear algebra with applications using Neanderthal - a revised walkthrough will be shared publicly If you wish to present or discuss anything, please let us know.visual-tools: regular updates & discussions around building visual toolinghttps://scicloj.github.io/docs/community/groups/visual-tools/Thu, 17 Feb 2022 00:00:00 +0000https://scicloj.github.io/docs/community/groups/visual-tools/📅Follow our meetings on the Clojure Calendar Feed📅 The goal of this group is to create collaborations in learning and building Clojure tools data visualization, literate programming, and UI design. The authors of several actively developed tools have been involved in offering talks and collaborating in this space (Chlorine, Clover, Calva and its Notebooks, Portal, Viscous, Sidebar, Nette, Fabricate, Omni-trace, Oz, Saite, Notespace, Clay, Claykind, Goldly, Saturn, clt-tiles, Obsidian Wielder, Cardigan Bay, Platypub, Data Rabbit, Clerk, Mosaic, MetaREPL, Meyvn, badspreadsheet, Noj, ggclj, Space-Age, etc.{on hold} ml-study: practicing the use of the emerging stackhttps://scicloj.github.io/docs/community/groups/ml-study/Thu, 17 Feb 2022 00:00:00 +0000https://scicloj.github.io/docs/community/groups/ml-study/(this group is on hold) The ml-study group has been a space for regular meetings for practicing the usage of the emerging Clojure data science stack. diff --git a/docs/community/groups/interop/index.html b/docs/community/groups/interop/index.html index b100e669..5799c5a5 100644 --- a/docs/community/groups/interop/index.html +++ b/docs/community/groups/interop/index.html @@ -11,4 +11,4 @@ Dev & study groups

{coming soon} a dev group about interop and transpilers

coming soon

In this group, we wish to explore projects such as ClojisR’s code generation, a similar layer we have at Wolframite, and general transpilers such as Kalai and Std.lang.

We hope to find some common ground and principles across these projects.

As of May 2024, we are not organizing this group yet, but hopefully it will begin later during this year.

← {on hold} ds4clj: a data science course for Clojure devs
data-recur: recurring updates & discussions around building the emerging data stack →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/jointprob/index.html b/docs/community/groups/jointprob/index.html index 3ba36007..3d605d12 100644 --- a/docs/community/groups/jointprob/index.html +++ b/docs/community/groups/jointprob/index.html @@ -12,4 +12,4 @@ Bayesian modeling and computation

Present Agenda

Currently, we meet about once a month around standalone talks of various topics. We also encourage individual and small-group projects, that participants share and present in the sessions.

Calendar events

Please refer to the Joining section to join our calendar events.

Chat

The community uses Zulip, an open-source chat platform. In some other groups we’ve been running, we’ve found it useful for chat, in-depth discussion threads, and knowledge management.

Our Zulip organization is jointprob.zulipchat.com.

You may wish to learn a little bit about the concepts of Zulip streams and topics. Note that all streams and topics (and even single messages) have URLs, that you can open at separate tabs in your browser.

It would be wonderful to present yourself at the personal intros stream, preferably as a new topic thread.

Video platform

For video meetings, we currently use Zoom. The link is shared in the calendar events.

Recordings

Some parts of the sessions are recorded and shared internally in the Zulip chat. Possibly, we will also share some recorded parts publicly.

Projects

Participants take on projects as individuals or in small groups.

Example projects:

  • read an article and share it with the group
  • reimplement an example we have learned using a different technology
  • explore a dataset with the methods learned

Participants are assumed to have some relevant knowledge.

To appreciate the content we are studying, it is recommended to have the following:

  • basic knowledge of probability and statistics (say, college-level intro courses)
  • programming experience in any language (a few months)
  • experience exploring data
  • an open mind

If you are not sure whether this journey fits your background, please write to us. We can think together.

Principles

The following core principles are typical of Scicloj study groups.

No experts. We do not assume that anybody is an expert in the field. We come to learn together with a student mindset.

A clear path. We will be very thoughtful about the agenda and where we wish to go. We will continually rethink and adapt our pathway going there.

Confused together. It is just fine to be confused. We will be there together and seek clarity together.

Being active. We encourage members to learn independently and take on projects. In a sense, its purpose is (also) to support those individual journeys.

Mutual curiosity. We make serious efforts to be inclusive to participants of various backgrounds. The different perspectives of our friends are part of what we wish to learn.

Contact

Please reach out:

← scicloj-llm-meetups: public meetings exploring the princples and use of large language models
{renamed} probabilistic modelling study group →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/llm-meetups/index.html b/docs/community/groups/llm-meetups/index.html index b236c936..1f6983d0 100644 --- a/docs/community/groups/llm-meetups/index.html +++ b/docs/community/groups/llm-meetups/index.html @@ -11,4 +11,4 @@ Dev & study groups

scicloj-llm-meetups: public meetings exploring the princples and use of large language models

📅Follow our meetings on the Clojure Calendar Feed📅

gpt pretending to be joyful

The goal of this series of meetups is to support our learning, as a community, of the new landscape of ideas around large language models.

Some of the content here is specific to the Clojure ecosystem (e.g., discussing the use of LLMs from Clojure), but many parts of it could be helpful and interesting to broader audiences.

Blog posts

2023-09-29, Following our first five LLM meetups

Meetings

Our meetings are announced on the Clojure Calendar Feed.

Most meetings will be recorded and shared publicly (🎥 Playlist).

  • #1 2023-05-26, Intro to LLMs - 🎥 summary & recording

    • Martynas Maciulevičius provided an overview of the topic, introducing a few of the basic ideas behind LLM.

  • #2 2023-06-16, Intro to prompt engineering - 🎥 summary & recording

    • Irfan Nurhadi Satria demonstrated some of the common methods of prompt engineering from Clojure.
    • Daniel Slutsky added a brief introduction to the use of embeddings and vector databases.

  • #3 2023-06-17, LLMOps with Bosquet - 🎥 summary & recording

    • Žygimantas Medelis discussed the currently emerging tooling ecosystem and then presented Bosquet, dived in a bit into its internals (e.g., the use of Slemer and Pathom), and discussed future directions.

  • #4 2023-07-14, Architectures and ideas behind transformer-based generative LLMs - 🎥 recording

    • Dimid Duchovny briefly overviewed the history of LLM models and explained some of the core ideas behind them..
    • Then, he demisntrated using LLMs locally from Python, as well as through the OpenAI API.

  • #5 2023-09-24, Library overviews and selected discussions - 🎥 recording (summary coming soon)

  • #6 2023-11-17, Implementing research papers with Bosquet - 🎥 summary & recording

    • Žygimantas Medelis will demonstrate how a couple of recent research papers can be implemented using Bosquet.

  • Other Upcoming meetups:

    • Selected discussion topics
    • Use cases and experiments – short talks
    • llamma.clj deep-dive

Meeting videos

Playlist at the Scicloj channel

Clojure activity around LLMs

Here we list a few exciting projects that various Clojure groups and individuals have been working on.

  • At the #clojurellm channel in the Clojurians Slack, a group of Clojurians is working on helping LLMs understand Clojure. This channel has been very active in sharing various relevant updates about the LLMs landscape.
  • Ryan Robitaille has been sharing experiments connecting LLMs to dataflow UIs (Rabbit Remix).
  • Matthew Downey has created rendergpt, a Chrome extension for rendering structured output from ChatGPT interactively.
  • Use of LLMs
  • NLP (not LLMs)
    • 2022-09-10, NLP study session 1 - 🎥 summary & video
      • Dimid Duchovny gave an intro to Linguistics.
      • Daniel Slutsky demosntrated using spaCy from Clojure for text classification.
      • Carsten Behring added some comments about the broader picture of interop and machine learning in Clojure.
    • 2022-10-30, NLP study session 2: Predict real vs. fake disaster tweets with DVC, Clojure and Python - :video: 🎥 summary & video
      • João Santiago gave a short intro intro to DVC.
      • Carsten Behring demonstrated of a real-world NLP pipeine and discussed some promising directions in building machine-learning pipelines with DVC, Clojure, Python, and Metamorph / scicloj.ml.
← data-recur: recurring updates & discussions around building the emerging data stack
Jointprob: a probabilistic modeling and Bayesian statistics study community →
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{on hold} ml-study: practicing the use of the emerging stack

(this group is on hold)

The ml-study group has been a space for regular meetings for practicing the usage of the emerging Clojure data science stack.

It has been serving us not only in learning, but also in testing the emerging stack and creating a collection of usage examples.

Organizer: Daniel Slutsky (please reach out at the Clojurians Zulip)

Chat stream: #ml-study

← visual-tools: regular updates & discussions around building visual tooling
{on hold} sci-fu: regular discussions of various dev projects →
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{renamed} probabilistic modelling study group

This group has been renamed as jointprob.

← Jointprob: a probabilistic modeling and Bayesian statistics study community
real-world-data: a space to discuss your data and science projects in Clojure →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/real-world-data/index.html b/docs/community/groups/real-world-data/index.html index 99590f51..3a939d85 100644 --- a/docs/community/groups/real-world-data/index.html +++ b/docs/community/groups/real-world-data/index.html @@ -1,4 +1,4 @@ -real-world-data: a space to discuss your data and science projects in Clojure - Scicloj

{on hold} sci-fu: regular discussions of various dev projects

(this group is on hold)

The sci-fu (Scicloj foundations) has been a space for regular discussions of various dev projects.

In a sense, it is a study group where we learn how to contribute to the ecosystem – For a few of us, sci-fu has been a place to discuss our first steps as open-source contributors.

In another sense, it is a dev group where we discuss common priorities, share our progress and challenges, and explore future directions.

Typically, each session has one or two main topics, that we dive into together. Sci-fu has been a place for us to learn some of the fundamental building blocks of the emerging Clojure data stack, such as the dtype-next library for high-performance data.

Organizer: Ethan Miller (please reach out at the Clojurians Zulip)

Typical time of meetings: on hold at the moment

Chat stream: #sci-fu

← {on hold} ml-study: practicing the use of the emerging stack
{on hold} sicmutils: studying the sicmutils library, physics, and geometry →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/sicmutils/index.html b/docs/community/groups/sicmutils/index.html index f4ad3602..a833070e 100644 --- a/docs/community/groups/sicmutils/index.html +++ b/docs/community/groups/sicmutils/index.html @@ -11,4 +11,4 @@ Dev & study groups

{on hold} sicmutils: studying the sicmutils library, physics, and geometry

(this group is on hold)

The sicmutils group has been studying the Sicmutils computer algebra system and the SICM book, and discussing various projects by group members around the topics of math and physics in Clojure.

Its explorations have affected the development of some of our tools and libraries for data-visualization and literate programming, among other things.

Organizer: Daniel Slutsky (please reach out at the Clojurians Zulip)

Typical time of meetings: ad hoc meetings by group members' initiatives

Chat stream: #sicmutils

← {on hold} sci-fu: regular discussions of various dev projects
{on hold} wolfram-clojure-bridge: discussing the usage and development of the bridge to Wolfram Language →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/sitemap.xml b/docs/community/groups/sitemap.xml index 992837f4..6643b12a 100644 --- a/docs/community/groups/sitemap.xml +++ b/docs/community/groups/sitemap.xml @@ -1 +1 @@ -https://scicloj.github.io/docs/community/groups/ds4clj/2023-06-02T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/interop/2024-05-25T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/data-recur/2024-05-21T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/llm-meetups/2023-12-01T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/jointprob/2024-06-08T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/probabilistic-modelling-study-group/2022-07-12T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/real-world-data/2024-06-25T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/visual-tools/2024-06-16T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/ml-study/2022-07-12T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/sci-fu/2022-02-17T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/sicmutils/2022-02-17T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/wolfram-clojure-bridge/2024-05-26T00:00:00+00:00weekly0.5 \ No newline at end of file +https://scicloj.github.io/docs/community/groups/ds4clj/2023-06-02T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/interop/2024-05-25T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/data-recur/2024-05-21T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/llm-meetups/2023-12-01T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/jointprob/2024-06-08T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/probabilistic-modelling-study-group/2022-07-12T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/real-world-data/2024-06-28T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/visual-tools/2024-06-16T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/ml-study/2022-07-12T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/sci-fu/2022-02-17T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/sicmutils/2022-02-17T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/wolfram-clojure-bridge/2024-05-26T00:00:00+00:00weekly0.5 \ No newline at end of file diff --git a/docs/community/groups/visual-tools/index.html b/docs/community/groups/visual-tools/index.html index ac156d04..347cbb82 100644 --- a/docs/community/groups/visual-tools/index.html +++ b/docs/community/groups/visual-tools/index.html @@ -13,4 +13,4 @@ You are invited to add your experiments and notes.

← real-world-data: a space to discuss your data and science projects in Clojure
{on hold} ml-study: practicing the use of the emerging stack →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/groups/wolfram-clojure-bridge/index.html b/docs/community/groups/wolfram-clojure-bridge/index.html index 46655863..c23bef65 100644 --- a/docs/community/groups/wolfram-clojure-bridge/index.html +++ b/docs/community/groups/wolfram-clojure-bridge/index.html @@ -11,4 +11,4 @@ Dev & study groups

{on hold} wolfram-clojure-bridge: discussing the usage and development of the bridge to Wolfram Language

This 2022 group has been discussing the usage and development of the bridge to Wolfram Language.

We used to meet on the last Thursday of every month, and spend the time with overviews of new developments, discussion of language design and library design, and explorations of the Wolfram Language ecosystem.

Though the regular group meetings have been discontinued, the work and discussion of Wolframite are ongoing. See the #wolfram-clojure-bridge stream at the Clojurians Zulip chat.

For more background about the project, please see the Dec. 5th 2021 talk of Pawel Ceranka.

← {on hold} sicmutils: studying the sicmutils library, physics, and geometry
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/index.html b/docs/community/index.html index 28d691b0..da0a8193 100644 --- a/docs/community/index.html +++ b/docs/community/index.html @@ -8,4 +8,4 @@ Dev & study groups

Community

About Scicloj →
Chat Streams →
Contact →
Data-Recur: Recurring Updates & Discussions Around Building the Emerging Data Stack →
Events →
Getting Involved →
Jointprob: A Probabilistic Modeling and Bayesian Statistics Study Community →
Real-World-Data: A Space to Discuss Your Data and Science Projects in Clojure →
Scicloj-Llm-Meetups: Public Meetings Exploring the Princples and Use of Large Language Models →
Visual-Tools: Regular Updates & Discussions Around Building Visual Tooling →
{Coming Soon} a Dev Group About Interop and Transpilers →
{On Hold} Ds4clj: A Data Science Course for Clojure Devs →
{On Hold} Ml-Study: Practicing the Use of the Emerging Stack →
{On Hold} Sci-Fu: Regular Discussions of Various Dev Projects →
{On Hold} Sicmutils: Studying the Sicmutils Library, Physics, and Geometry →
{On Hold} Wolfram-Clojure-Bridge: Discussing the Usage and Development of the Bridge to Wolfram Language →
{Renamed} Probabilistic Modelling Study Group →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/community/sitemap.xml b/docs/community/sitemap.xml index 033f3ddb..54e017b6 100644 --- a/docs/community/sitemap.xml +++ b/docs/community/sitemap.xml @@ -1 +1 @@ -https://scicloj.github.io/docs/community/about/2022-02-14T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/getting_involved/2022-02-15T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/chat/2024-06-22T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/events/2024-05-26T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/contact/2022-02-14T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/2023-11-08T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/ds4clj/2023-06-02T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/interop/2024-05-25T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/data-recur/2024-05-21T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/llm-meetups/2023-12-01T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/jointprob/2024-06-08T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/probabilistic-modelling-study-group/2022-07-12T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/real-world-data/2024-06-25T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/visual-tools/2024-06-16T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/ml-study/2022-07-12T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/sci-fu/2022-02-17T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/sicmutils/2022-02-17T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/wolfram-clojure-bridge/2024-05-26T00:00:00+00:00weekly0.5 \ No newline at end of file +https://scicloj.github.io/docs/community/about/2022-02-14T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/getting_involved/2022-02-15T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/chat/2024-06-22T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/events/2024-05-26T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/contact/2022-02-14T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/2023-11-08T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/ds4clj/2023-06-02T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/interop/2024-05-25T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/data-recur/2024-05-21T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/llm-meetups/2023-12-01T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/jointprob/2024-06-08T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/probabilistic-modelling-study-group/2022-07-12T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/real-world-data/2024-06-28T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/visual-tools/2024-06-16T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/ml-study/2022-07-12T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/sci-fu/2022-02-17T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/sicmutils/2022-02-17T00:00:00+00:00weekly0.5https://scicloj.github.io/docs/community/groups/wolfram-clojure-bridge/2024-05-26T00:00:00+00:00weekly0.5 \ No newline at end of file diff --git a/docs/index.html b/docs/index.html index ce218c61..a8832bd3 100644 --- a/docs/index.html +++ b/docs/index.html @@ -8,4 +8,4 @@ Dev & study groups

Docs

About Scicloj →
Audio →
Chat Streams →
Contact →
Data-Recur: Recurring Updates & Discussions Around Building the Emerging Data Stack →
Events →
Getting Involved →
Jointprob: A Probabilistic Modeling and Bayesian Statistics Study Community →
Reading →
Real-World-Data: A Space to Discuss Your Data and Science Projects in Clojure →
Scicloj-Llm-Meetups: Public Meetings Exploring the Princples and Use of Large Language Models →
Tools and Libraries →
Video →
Visual-Tools: Regular Updates & Discussions Around Building Visual Tooling →
{Coming Soon} a Dev Group About Interop and Transpilers →
{On Hold} Ds4clj: A Data Science Course for Clojure Devs →
{On Hold} Ml-Study: Practicing the Use of the Emerging Stack →
{On Hold} Sci-Fu: Regular Discussions of Various Dev Projects →
{On Hold} Sicmutils: Studying the Sicmutils Library, Physics, and Geometry →
{On Hold} Wolfram-Clojure-Bridge: Discussing the Usage and Development of the Bridge to Wolfram Language →
{Renamed} Probabilistic Modelling Study Group →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/resources/audio/index.html b/docs/resources/audio/index.html index 4513e960..d7bbdcc7 100644 --- a/docs/resources/audio/index.html +++ b/docs/resources/audio/index.html @@ -11,4 +11,4 @@ Dev & study groups

Audio

audio resources

Recommended podcast conversations

ClojureStream

E72 Data Processing with Chris Nuernberger (part 1)

E73 Data Processing with Chris Nuernberger (part 2)

E74 Linear Algebra with David Pham

E78 Data Science with Daniel Slutsky

Cognicast

2017-05-31 Episode 125 - Chris Nuernberger: deep learning (from the times of Cortex)

2020-06-29 Episode 153 - Chris Nuernberger: [Libpython-clj](, etc.), etc.

2020-10-25 Episode 154 - Dragan Djuric: deep learning, etc.

defn

#86 Kira McLean

The REPL

2018-12-05 13: High performance Clojure numerics with Chris Nuernberger

2019-03-20 20: Clojure MXNet with Carin Meier

2019-06-19 25: Dragan Djuric on Neanderthal

2019-11-08 31: Joel Holdbrooks on Meander

2023-01-13 47: Executable textbooks with Sam Ritchie

Software Unscripted

Dec. 2023 Making JITted Code Faster with Chris Nuernberger

← Video
{on hold} ds4clj: a data science course for Clojure devs →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/resources/index.html b/docs/resources/index.html index e62c91d5..0ed7e47c 100644 --- a/docs/resources/index.html +++ b/docs/resources/index.html @@ -8,4 +8,4 @@ Dev & study groups
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/resources/libs/index.html b/docs/resources/libs/index.html index e9ce1cf4..6aa80c3a 100644 --- a/docs/resources/libs/index.html +++ b/docs/resources/libs/index.html @@ -12,4 +12,4 @@ A star (⭐) means that we know the library to be actively used and useful.

We tag libraries with the field they are relevant to.

  • array - array programming
  • tensor - tensor programming
  • linalg - linear algebra
  • native - interop with native-optimized libraries
  • gpu - gpu support
  • vis - data visualization and visual art
  • vega - visualization using Vega/Vega-lite specifications
  • lit - literate programming
  • ui - building UIs for data exploration
  • geo - geographical and geometrical data processing
  • df - dataframe-like data structures and abstractions
  • data - general data processing
  • csv - csv import/export
  • xl - Excel spreadsheets interaction
  • json - json import/export
  • xform - transducers support
  • math - diverse math functions
  • stat - statistics
  • ts - time series analysis
  • rand - simulation and random sampling
  • prob - Bayesian computing and probabilistic programming
  • ml - machine learning
  • dnn - deep learning
  • opt - optimization
  • graph - graph algorithms and network analysis
  • interop - general libraries for interop
  • cljs - supports not only Clojure but also Clojurescript
  • nlp - natural language processing
  • llm - large language models and related services

Other lists 🔗

These other lists of libraries are very relevant to the emerging Clojure data science stack:

  • Clojurelog ⭐ by the XTDB team - a comparison of various Clojure-Datalog databases
  • Clojure DSL resources ⭐ by Simon Gray - a curated list of mostly mature and/or actively developed Clojure resources relevant for dealing with domain-specific languages, in particular parsing and data transformation with/of DSLs.
  • Clojure graph resources ⭐ by Simon Gray - a curated list of mostly mature and/or actively developed Clojure resources relevant for dealing with graph-like data

Diverse toolsets

  • fastmath ⭐ (act): math,ml,rand,stat - a collection of functions for mathematical and statistical computing, machine learning, etc., wrapping several JVM libraries
  • noj ⭐ (act): - a work-in-progress library collecting a few of the relevant data & science with additional convenience layers composing them together
  • spork (act): df,graph,opt,rand,ui,vis - a toolbox for data-science and operation research
  • Incanter: csv,df,rand,stat,vis - an R-like data-science platform built on top of the core.matrix abstractions
  • huri: df,stat,vis - a toolbox for data-science using plain sequences of maps

Optimization

  • matlib ⭐ (act): opt - optimisation and control theory tools and convenience functions based on Neanderthal.

Visual tools: literate programming and data visualization

  • Saite ⭐ (act): cljs,hiccup,lit,ui,vega,vis - data exploration, dashboards, and interactive documents
  • Oz ⭐ (act): lit,vega,vis - data visuzliation using Vega/Vega-Lite and Hiccup, and a live-reload platform for literate-programming
  • Clerk ⭐ (act): cljs,lit,vega,vis - local-first notebooks for Clojure
  • Clay ⭐ (act): cljs,lit,vega,vis - a small tool for data visualization and literate programming
  • rmarkdown-clojure ⭐: lit,vis - rendering Clojure code in various format using Rmarkdown
  • Pink-Gorilla/Goldly ⭐ (act): cljs,exp,lit,ui,vis - a port of the Gorilla REPL project using a Clojurescript (Reagent) frontend
  • Org-babel-clojure ⭐: lt - executing Clojure inside Emacs Org-mode documents
  • Devcards ⭐: cljs,lit - visual repl exprience for Clojurescript
  • Notespace ⭐: exp,lit - notebook experience with Clojure namespaces edited at any editor
  • Reveal ⭐ (act): - browser-based data navigation GUI
  • Portal ⭐ (act): - desktop data navigation GUI
  • Gorilla-REPL: lit - a notebook application written in Clojure and Javascript
  • proto-repl-charts: vis - an Atom plugin for displaying tables and graphs
  • Maria (act): cljs,lit,vis - a Clojurescript coding environment for beginners
  • emmy-viewers ⭐ (act): cljs,vis - High-performance symbolic, 2D and 3D visual extensions to the Emmy computer algebra system

Vega rendering

In addition to a few of the tools mentioned above, here is a list of dedicated tools dedicated mainly to handling Vega/Vega-lite specifications. See this conversation for some discussion of the differences and tradeoffs across these tools.

  • darkstar ⭐: vega,vis - a minimal wrapper over Vega/Vega-lite as a single JVM-only Clojure library, using the GraalJS javascript runtime, which does not require GraalVM runtime to run.
  • xvsy: cljs,vega,vis - grammer of graphics over Vega
  • Vegan (act): vega,vis - a nodejs clojurescript library designed to validate and render Vega and Vega-lite files, supports docker-based setup
  • Vega-clj (act): vega,vis - a clojure wrapper for the (node-based) Vega-cli and Vega-lite standalone scrips
  • Optikon: vega,vis - a command line tool that wraps Vega and Vega-lite, using GraalVM polyglot programming
  • Vegafx: vega,vis - a static-site viewer using javafx that renders Vega specs
  • VL example gallery as EDN: - The vega lite example in EDN format, ready to be copy/pasted into Clojure code

Data visualization libraries

  • cljplot ⭐ (act): exp,vis - a data visualization platform written in Clojure and inspired by R’s ggplot2 and lattice libraries
  • Hanami ⭐ (act): cljs,hiccup,ui,vega,vis - a template system for creating interactive data visualizations using Vega/Vega-lite, Reagent and Re-Com
  • Hanamicloth ⭐ (act): exp,vega,vis - a data visualization grammar composing Hanami templates and Tablecloth datasets
  • darkstar ⭐ (act): cljs,vega,vis - simple data visualization for Clojure/Clojurescript that using vega and darkstar for rendering
  • : exp,vega,vis - a data visualization library for beginners (WIP)
  • Clojure2D ⭐ (act): vis - Java2D wrapper + creative coding supporting functions (based on Processing and openFrameworks)
  • Quil ⭐: vis - a clojure/clojuresctit wrapper for Processing
  • thi-ng/geom ⭐: cljs,vis - 2d/3d geometry toolkit
  • Gorilla-plot ⭐: vega,vis - plotting functions using Vega for Gorilla-REPL
  • gg4clj: r,vis - a clojure DSL for creating ggplot2 plots using R
  • gg4clj port: - by the Pink Gorilla project
  • Analemma: cljs,exp,vis - generating charts and SVG with a syntax similar to Incanter’s and a visual theme similar to ggplot2.
  • emacs-Vega-view (act): vega,vis - an emacs mode to facilitate interactive data visualization using Vega from within emacs. Supports elisp, json and clojure notations

Data processing

  • ham-fisted ⭐ (act): data - data structures, functions, and macros for efficient functional programming in the JVM
  • Specter ⭐ (act): cljs,data - declarative navigation of nested data structures for selection and transformation in Clojure and Clojurescript
  • Meander ⭐ (act): cljs,data - transforming neseted data structures by declaratively declaring the shape of source and target datastructures
  • xforms ⭐: cljs,data,xform - a collection of transduces and reducing functions
  • Odin: data - processing nested data structures by extensible logic programming
  • Charred ⭐ (act): csv,json - zero dependency efficient read/write of json and csv data.
  • Semantic Csv: cljs,csv - higher level csv parsing/processing

Geospatial processing

  • geo ⭐: geo - unifying several JVM libraries for geoprocessing with a Clojure API
  • ovid ⭐: exp,geo - protocols for geospatial concepts
  • aurelius ⭐: exp,geo,xform - transducible analysis of geospatial features
  • geo-clj ⭐: cljs,geo - encoding/decoding of geographic datatypes

Dataframe-like structures

  • tech.ml.dataset ⭐ (act): csv,df,stat,vis - abstractions for dataframe-like structures in clojure, based on dtype-next infrastructure
  • tablecloth ⭐ (act): csv,df - a dataframe grammar wrapping tech.ml.dataset, inspired by serveral R libraries
  • clojask ⭐ (act): df - a library for parallel computing of larger-than-memory datasets.
  • datajure (act): df - a domain-specific language for data processing wrapping libraries such as tech.ml.dataset, tablecloth, clojask, and geni
  • Panthera: df,py - a Clojure API wrapping Python’s Pandas library
  • koala: csv,df,exp - Pandas-like data-processing for clojure with some I/O functionality (experimental)
  • dataframe: df - Pandas-like data processing for clojure
  • danzig (act): df,exp,xform - Pandas-like data processing using transducers (danzig was formerly named wombat)
  • bamboo: df - a minimal data processing library for Clojure, with some of the capabilities of pandas and numpy
  • see also geni ⭐ under the Spark sub category below

Spreadsheets

  • Docjure ⭐ (act): xl - making it easy to read and write Excel spreadsheets as Clojure data
  • kixi.large ⭐ (act): exp,xl - a tech.ml.dataset-friendly fork of Docjure, providing clear entry point at the workbook and sheet level and a way to insert images
  • Excel-clj ⭐ (act): xl - building Excel spreadsheets from Clojure data in various forms such as trees, tables, and more
  • fxl ⭐ (act): xl - manipulating spreadsheets with a versatile API for handling various spreadsheet constructs
  • Excel-templates: exp,xl - building Excel spreadsheets from Clojure data combined with an Excel sheet serving as a template
  • xl-parse-clj: exp,xl - converting an Excel workbook to Clojure code

Array programming, linear algebra

  • dtype-next ⭐ (act): array,native,stat,tensor - abstractions and foundations for working with array-like structures and sequential structures
  • Neanderthal ⭐ (act): array,gpu,linalg,native - matrix and linear algebra in Clojure
  • tvm-clj (act): array,exp,gpu,linalg,native - bindings to tvm
  • Geometric Algebra (act): linalg,math - A library to do geometric algebra
  • jutsu.matrix: array,gpu,linalg,native - bindigs to ND4J
  • core.matrix: array,cljs,linalg,native - matrix abstractions, supporting diffent backends
  • denisovan: array,gpu,linalg,native - Neanderthal backend for core.matrix

Deep learning

  • Deep Diamond ⭐ (act): dnn,gpu,native,tensor - infrastructure for tensor computation and deep learning
  • clj-djl ⭐ (act): dnn,gpu,native,tensor - a wrapper for the Deep Java Library
  • MXNet: dnn - bindings to Apache MXNet, a part of the MXNet project
  • jutsu.ai: dnn - a wrapper for deeplearning4j
  • Cortex: dnn - a deep learning library written in Clojure
  • Flare: dnn - dynamic neural networks in Clojure

Statistics

  • kixi.stats ⭐ (act): rand,stat,xform - statistics and random sampling using transducers
  • fitdistr ⭐ (act): stat - fitting distributions

Time series analysis

  • tide: ts - STL and FastDTW algorithms

Bayesian computing & probabilistic programming

  • inferme ⭐ (act): prob,rand,vis - extensible probabilistic programming in Clojure itself (rather than a language variation), with support for visualizations
  • Gen.clj ⭐ (act): prob,rand - A stack for generative modeling and probabilistic inference.
  • cmdstan-clj ⭐ (act): exp - Using the Stan statistical modelling language from Clojure using the CmdStan CLI
  • clj-stan: - A library for calling the Stan language from Clojure (by shelling out to cmdstan).
  • bayadera: gpu,prob,rand,stat - Bayesian computing using the GPU
  • sampling: rand - support srandom sampling of different kinds
  • distributions: prob,rand - random sampling and some basic Bayesian computing for certain families of distributions
  • metaprob: cljs,exp,prob,rand - an embedded languages for probabilistic programming and metaprogramming
  • daphne: exp,prob - a probabilisic programming compiler from Clojure syntax to Pytorch
  • anglican: cljs,prob,rand - a probabilistic programming language written in clojure, that supports a subset of clojure

Random sampling and simulations

  • masonclj ⭐ (act): rand - a Clojure wrapper of MASON, which is a Java library for discrete-event multiagent simulation and agent-based modeling.
  • dsim.cljc ⭐ (act): cljs,rand - an event-driven engine for Clojure(script) heavily borrowing ideas from discrete-event simulation and hybrid dynamical systems
  • date-gen (act): rand - randomized date generation supporting CSV output
  • drand: rand - a client to the Drand randomness service

Science

  • emmy ⭐ (act): - (was SICMUtils) a library for algebra, calculus, differential geometry and physics based on the SICM book by Sussman & Wisdom
  • cljbox2d ⭐ (act): cljs - a Clojure/Clojurescript wrapper of the Box2D physics engine API

Machine learning

  • scicloj.ml ⭐ (act): ml - A machine learning platform supporting a large collection of algorithms and pipeline ergonomics
  • clj-ml: ml - machine learning based on wrapping libraries such as the Weka Java library
  • clj-boost: ml - a wrapper for XGBoost
  • propaganda: ml - an implementation of the propagator computational model
  • dvc: ml - A programming language independent tool for ML experiment tracking, Clojure fully supported

Genetic programming

  • Propeller ⭐ (act): ml - “Yet another Push-based genetic programming system in Clojure”
  • Clojush (act): ml - an implementation of the Push programming language for genetic programming

Natural Language Processing

  • DataLinguist ⭐ (act): nlp - a Clojure wrapper for Stanford CoreNLP

Interop

  • clj-polyglot-app ⭐ (act): interop - A deps-new template to create a polyglot app in Clojure (Clojure, R, & Python)
  • Libpython-clj ⭐ (act): interop - interop with Python
  • clj-python-trampoline ⭐ (act): interop - using libpython-clj from an already running python process, without needing any special python builds
  • Libjulia-clj ⭐ (act): interop - Julia bindings for Clojure
  • ClojisR ⭐ (act): interop - interop with R and Renjin (R on the JVM)
  • graalvm-interop: interop - interop with FastR (GraalVM’s R)
  • rdata: - A Renjin (pure-JVM R) wrapper to allow Clojure programs to easily read R’s RData file format
  • from-scala: interop - interop with Scala
  • Interop template project: interop - A project template which configure several interop libraries automaticaly using Docker
  • other R interop libraries

Parallel computing

  • claypoole ⭐ (act): for,future,pmap - threadpool-based parallel versions of Clojure functions such as pmap, future, and for
  • parallel ⭐: - parallel-enabled functions, addditional transducers and supporting utilities
  • tesser ⭐: - a library for concurrent & commutative folds, including some statistical tasks and Hadoop support
  • tech.parallel ⭐ (act): - parallelization and threading primitives

Distributed computing

  • titanoboa ⭐ (act): - a fully distributed, highly scalable and fault tolerant workflow orchestration platform
  • onyx ⭐: - a library for distributed computation in the cloud
  • overseer: - a library for building and running data pipelines

Hadoop

  • Parkour: - Hadoop MapReduce in idiomatic Clojure

Spark

Stream processing

Kafka

  • jackdaw ⭐ (act): - a wrapper for Kafka and Kafka Streams
  • kafka.clj ⭐ (act): - a wrapper for Kafka and Kafka Streams
  • ksml ⭐ (act): - representing kafka streams topologies as data
  • rp-jackdaw-clj: - various components for interacting with Kafka using Jackdaw

Datasets

  • hdfs-clj ⭐ (act): - Access to HuggingFace datasets via Clojure
← Contact
Reading →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/resources/reading/index.html b/docs/resources/reading/index.html index 41239c9d..03dbd719 100644 --- a/docs/resources/reading/index.html +++ b/docs/resources/reading/index.html @@ -11,4 +11,4 @@ Dev & study groups

Reading

Recommended reading

Here are some suggested reading materials.

Do you wish to add your tutorial to this list? Do you have any suggestions for this list? - Let us talk!

Scicloj resources

  • The Clojure Data Scrapbook - a community-driven collection of tutorials for the emerging Clojure data stack - contributions are welcome. 🙏

Blogs

Other collections of notes

  • Mentat Collective - documenting an emerging stack of libraries and tools for math, physics, and data visualization

Tutorials

General Nextjournal collections

Math

Probabilistic programming

Data processing

Transducers

Machine Learning

XGBoost

Python interop

  • See mainly the growing list of tutorials at Squid’s Blogs mentioned above.

Plotting

R interop

Literate programming

Data Visualization

  • vdquil - Examples from Ben Fry’s “Visualizing Data” in quil - by Dave Liepmann

Colors

Books

  • Books by Dragan Djuric about Deep Learning and about Linear Algebra in Clojure - books developed alongside Dragan’s work on libraries in this fields

  • Clojure for Data Science by Henry Garner - a bit dated in terms of the stack it presents, but stll relevant in terms of the principles presented

  • Practical Artificial Intelligence by Mark Watson

Other collections of resources

← Tools and libraries
Video →
- \ No newline at end of file + \ No newline at end of file diff --git a/docs/resources/video/index.html b/docs/resources/video/index.html index ca9f9317..e1eee8ce 100644 --- a/docs/resources/video/index.html +++ b/docs/resources/video/index.html @@ -12,4 +12,4 @@ Most of its meetings have been recorded and shared internally. Some meetings are shared publicly.

Scicloj talks

2021

2020

  • Dec 16th, 14:00 UTC (note the date change) - Nikita Prokopov about Skija – graphics in the JVM - Video
  • Dec 2nd, 14:00 UTC - Sicmutils #1 - geometry, symbolic math, and physics in Clojure(script) - background - video
  • November 21st, 16:00 UTC - Joanne Cheng - Clojure in Geography #2 - video
  • November 7th, 8pm UTC - Vlad Protsenko about Reveal: Read Eval Visualize Loop and cljfx - video
  • November 1st., 6pm UTC - Clojure and data science in healthcare: Sivaram Arabandi & Pier Federico Gherardini - video
  • October 3rd, 1pm-3pm UTC - Will Cohen - Clojure in Geography #1 - video
  • September 26th, 1pm-2:30pm UTC - talks and discussion of machine learning libraries - video
  • August 30th, 5pm-6:30pm UTC - public meeting with lightning talks and chat - video
  • March 29th, 2pm-6pm UTC - COVID-19 online Hackathon - details here and here - video not published yet
  • March 26th, 5pm-7pm UTC - Simon Belak - Exploratory analysis: automation, augmentation, and building tools for thought - video coming soon
  • March 21st, 2pm-6pm UTC - COVID-19 online Hackathon - details here and here - video
  • January 9th, 3pm-5pm UTC - Ludovic Courtès - Guix-Jupyter reproducible notebooks - video - slides - recap

2019

  • October 28th, 6pm UTC - Tommi Reiman - Malli - video
  • October 14th, 3pm UTC - Konrad Kühne - Datahike - video
  • September 12th, 5pm UTC - Daniel Slutsky - R-interop - video
  • August 29th, 5pm Jon Anthony - Hanami+Saite - video
  • August 9th, 5pm UTC - Christopher Small - Oz - video
  • Jul 18th, 5pm UTC - Chris Nuernberger - Libpython-clj - Alan Marazzi - Panthera - video
  • June 20th, 2pm UTC - Martin Kavalar - Nextjournal - video
  • May 15th, 10pm UTC - Carin Meier - Clojure MXNet - video
  • April 15th, 3pm UTC - Chris Nuernberger - Tech.ml - video - transcript

Status reports

Visual-tools

  • Mar. 13th, 2022, Visual tools compatibility - video

Clay

  • Dec. 17th, 2023, How to code a blog with Clay v2 (teaching Clay’s API, config, and Cursive integration) - video
  • Dec. 17th, 2023, Clay v2 pre-release with CIDER - video
  • Dec. 16th, 2023, Clay v2 pre-release with Calva - video

Notespace

  • Nov. 29th, 2021, Notepace v4 status - video
  • Aug. 19th 2021, Notespace v3 status - video
  • Aug 24th, 2020, Notespace v3 status - video

London Clojurians

  • June 9th, 2021 - Chris Nuernberger - High Performance Data With Clojure - video
  • Oct. 10th, 2023 - Chris Nuernberger - High Performance Functional Data Science - video
  • Oct. 25th, 2023 - Chris Badahdah - Portal Internals - video
  • Dec. 12th, 2023 - Kira McLean, Timothy Prateley, & Daniel Slutsky - Cooking Up a Workflow for Data - video
  • April. 30th, 2024 - Kira McLean - From data to insights: Clojure for data deep dive - video
  • May 14th, 2024 - Dragan Djuric - Programming with Linear Algebra: Hello World - video

Boston Clojure

  • July 26th, 2021 - Daniel Slutsky - Data Science in Clojure: Almost Ready, Already Useful - video

Func Prog Sweden

  • Mar 22nd, 2023 - Mey Beisareon - Catch ‘em All: Efficient Massive Tabular Data Handling with Tablecloth - video

twiml

  • July 20th, 2020 - Panel: The Great Language (Un)Debate - video - a panel discussion of various languages and paradigms, with Chris Nuernberger representing Clojure
← Reading
Audio →
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