Major ML Frameworks
PyTorch
- Deep learning framework by Meta
https://github.com/pytorch/pytorch
Look for:
good first issue
labels
Areas: Core operations, documentation, performance
TensorFlow
- Google's ML platform
https://github.com/tensorflow/tensorflow
Look for:
stat:contributions-welcome
labels
Areas: Bug fixes, documentation, TensorFlow Lite
Scikit-learn
- Traditional ML library
https://github.com/scikit-learn/scikit-learn
Look for:
good first issue
labels
Areas: Algorithms, documentation, examples
Natural Language Processing
Hugging Face Transformers
- State-of-the-art NLP models
https://github.com/huggingface/transformers
Areas: Model implementations, integrations, tutorials
LangChain
- LLM application framework
https://github.com/langchain-ai/langchain
Areas: Integrations, documentation, new chain types