From 36cb553d164ea2b628623ee741b424bbefa2cf95 Mon Sep 17 00:00:00 2001 From: Jim McKeeth Date: Wed, 8 Jun 2022 15:23:27 -0600 Subject: [PATCH] Update README.md --- README.md | 19 +++++++++++++++++-- 1 file changed, 17 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index ef3b732..d2fd5bd 100644 --- a/README.md +++ b/README.md @@ -1,9 +1,24 @@ # P4D-Data-Sciences A collection of lightweight Python wrappers based on Python4Delphi simplifying Data Sciences development with Delphi -Dependencies: +This is an _early access preview_, but you are encouraged to try it out, file bug reports, and add features. [Read more](https://blogs.embarcadero.com/?p=145025) and catch the live stream. + +Currently includes: +* Tensorflow +* **NumPy** - [[Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/NumPy)] Numerical library for working with large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these them. +* **PyTorch & PyTorch Vision** - [[Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/PyTorch)] For computer vision and natural language processing applications. +* **MatPlotLib** - [[Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/MatplotLib)] Library for creating static, animated, and interactive visualizations. +* **Natural Language Toolkit (NLTK)** - [Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/NLTK) Suite of libraries and programs for symbolic and statistical natural language processing (NLP) for English. +* **OpenCV** - Library of programming functions mainly aimed at real-time computer vision +* **Scikit-learn** - [Demos](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/ScikitLearn) Machine learning library that features various classification, regression and clustering algorithms including support-vector machines, random forests, gradient boosting, k-means and DBSCAN. + +Most packages have basic samples, but PyTorch has a very involed [Transfer Learning demonstration](https://github.com/Embarcadero/P4D-Data-Sciences/tree/main/demos/PyTorch/PyTorchTransferLearning). + +## Dependencies: + +Please make sure the following are installed **_before_** installing this library + * [Python4Delphi](https://github.com/Embarcadero/python4delphi) * [Lightweight-Python-Wrappers](https://github.com/Embarcadero/Lightweight-Python-Wrappers) * [PythonEnviroments](https://github.com/Embarcadero/PythonEnviroments) -This is an early access preview, but you are encouraged to try it out, file bug reports, and add features. [Read more](https://blogs.embarcadero.com/?p=145025) and catch the live stream.