SwarmRL

? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Deep Learning for humans

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

? A ranked list of awesome machine learning Python libraries. Updated weekly.

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Refine high-quality datasets and visual AI models

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)