gitcontainer / p4d-data-sciences

A collection of lightweight Python wrappers based on Python4Delphi simplifying Data Sciences development with Delphi

P4D-Data-Sciences

A collection of lightweight Python wrappers based on Python4Delphi simplifying Data Sciences development with Delphi

This is an early access preview, but you are encouraged to try it out, file bug reports, and add features. Read more and catch the live stream.

Currently includes:

• Tensorflow - Library for machine learning and artificial intelligence.
• NumPy - [Demos] 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] For computer vision and natural language processing applications.
• MatPlotLib - [Demos] Library for creating static, animated, and interactive visualizations.
• Natural Language Toolkit (NLTK) - Demos 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] 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.

Dependencies:

Please make sure the following are installed before installing this library

• Python4Delphi
• Lightweight-Python-Wrappers
• PythonEnviroments