Popular GitHub Repositories for Educational Toolkit

?? - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Machine Learning Toolkit for Kubernetes

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

A toolkit for making real world machine learning and data analysis applications in C++

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

A PyTorch-based Speech Toolkit

End-to-End Speech Processing Toolkit

Amphion (/?m?fa??n/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

OpenVINO? is an open source toolkit for optimizing and deploying AI inference

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.