Machine Learning
Core machine learning frameworks, libraries, and educational resources for building and training ML models.
Repositories
tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
keras-team / keras
Deep Learning for humans
josephmisiti / awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
labmlai / annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2