sprintup / AI

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Resources

Introduction

Feel free to fork this repo and check off the items as you wish. If you want help forking the repo see blah. To contribute, please pull out an issue.

Articles, Books, Blogs and Posts

Beginner

Example Projects

Intermediate

Into Production

Advanced

Bioinformatics

Courses

Tools

  • Scikit learn
  • Pandas
  • MATLAB
  • Tensorflow
  • Keras
  • Pytorch
  • Sematic - An open-source ML pipeline development toolkit
  • igel - delightful machine learning tool that allows you to train, test, and use models without writing code.
  • OCaml - is a general-purpose, industrial-strength programming language with an emphasis on expressiveness and safety.
  • NetworkX - NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.
  • Kedro - is an open-source Python framework for creating reproducible, maintainable and modular data science code.
  • Project Lightspeed - A self contained OBS -> FTL -> WebRTC live streaming server.
  • Scalable ML Pipelines - open-source library that simplifies the creation of massively scalable machine learning (ML) pipelines.
  • Federated Learning Framework - is a framework for building federated learning systems.
  • AI template - AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code.

Communities

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Many Thanks to TLDR and all the contributions from other sources

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