R Interface to Python

Repo for AI Republic's AI Engineering Course - Winter 2024

A place for ideas and drafts related to GAI risk management.

This repository stems from our paper, “Cataloguing LLM Evaluations”, and serves as a living, collaborative catalogue of LLM evaluation frameworks, benchmarks and papers.

Open-Source Implementation of WizardLM to turn documents into Q:A pairs for LLM fine-tuning

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/

Learn how to design, develop, deploy and iterate on production-grade ML applications.

A Python Library of Curated Disparity Testing Metrics for Use in Real-World Settings

TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!

PyTorch package to train and audit ML models for Individual Fairness

Create apps 10x quicker, without Javascript/HTML/CSS.

My UC Berkeley Ph.D. dissertation.

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Sample AI Apps built with H2O Wave.

Bias Auditing & Fair ML Toolkit

Interoperate R with Python

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

Realtime Web Apps and Dashboards for Python and R

A Total-IDE Dark RStudio Theme inspired by Apple's dark aestheticcc.

Path to a Software Architect

Data Analysis Baseline Library

Article for Special Edition of Information: Machine Learning with Python

⏰ AI conference deadline countdowns

A Code-First Introduction to NLP course

An RStudio theme inspired by Visual Studio Code.