Alternatives and similar repositories for ray

Users that are interested in ray are comparing it to the libraries listed below

• dask / dask
  Parallel computing with task scheduling
  ☆13,590Updated this week
• jax-ml / jax
  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
  ☆33,975Updated this week
• horovod / horovod
  Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
  ☆14,631Updated 2 weeks ago
• mlflow / mlflow
  The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, …
  ☆22,922Updated this week
• google / dopamine
  Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
  ☆10,819Updated last year
• optuna / optuna
  A hyperparameter optimization framework
  ☆13,005Updated last week
• openai / gym
  A toolkit for developing and comparing reinforcement learning algorithms.
  ☆36,763Updated last year
• facebookresearch / faiss
  A library for efficient similarity search and clustering of dense vectors.
  ☆37,969Updated this week
• cupy / cupy
  NumPy & SciPy for GPU
  ☆10,612Updated this week
• modin-project / modin
  Modin: Scale your Pandas workflows by changing a single line of code
  ☆10,325Updated last month
• rapidsai / cudf
  cuDF - GPU DataFrame Library
  ☆9,329Updated this week
• openai / baselines
  OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
  ☆16,546Updated last year
• google / flax
  Flax is a neural network library for JAX that is designed for flexibility.
  ☆6,906Updated this week
• fastai / fastai
  The fastai deep learning library
  ☆27,583Updated 3 weeks ago
• Netflix / metaflow
  Build, Manage and Deploy AI/ML Systems
  ☆9,627Updated this week
• apache / tvm
  Open Machine Learning Compiler Framework
  ☆12,817Updated this week
• kubeflow / kubeflow
  Machine Learning Toolkit for Kubernetes
  ☆15,281Updated last week
• triton-lang / triton
  Development repository for the Triton language and compiler
  ☆17,529Updated this week
• shap / shap
  A game theoretic approach to explain the output of any machine learning model.
  ☆24,703Updated this week
• openai / spinningup
  An educational resource to help anyone learn deep reinforcement learning.
  ☆11,352Updated last year
• facebookresearch / fairseq
  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
  ☆31,937Updated last month
• aimhubio / aim
  Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
  ☆5,858Updated this week
• onnx / onnx
  Open standard for machine learning interoperability
  ☆19,863Updated last week
• keras-team / keras
  Deep Learning for humans
  ☆63,553Updated this week
• streamlit / streamlit
  Streamlit — A faster way to build and share data apps.
  ☆42,233Updated this week
• numba / numba
  NumPy aware dynamic Python compiler using LLVM
  ☆10,723Updated this week
• milvus-io / milvus
  Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
  ☆38,578Updated this week
• Farama-Foundation / Gymnasium
  An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly…
  ☆10,603Updated last week
• pyro-ppl / pyro
  Deep universal probabilistic programming with Python and PyTorch
  ☆8,905Updated 4 months ago
• Lightning-AI / pytorch-lightning
  Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
  ☆30,430Updated this week