ray-project / ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
☆37,050Updated this week
Alternatives and similar repositories for ray
Users that are interested in ray are comparing it to the libraries listed below
Sorting:
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆32,198Updated this week
- Parallel computing with task scheduling☆13,190Updated last week
- A hyperparameter optimization framework☆11,910Updated last week
- Open source platform for the machine learning lifecycle☆20,456Updated this week
- A toolkit for developing and comparing reinforcement learning algorithms.☆35,944Updated 7 months ago
- Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.☆10,725Updated 6 months ago
- Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.☆29,439Updated last week
- cuDF - GPU DataFrame Library☆8,917Updated this week
- Deep universal probabilistic programming with Python and PyTorch☆8,749Updated 3 weeks ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,472Updated 3 weeks ago
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…☆8,381Updated 7 months ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,021Updated 3 weeks ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,152Updated this week
- NumPy & SciPy for GPU☆10,195Updated 2 weeks ago
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,265Updated 9 months ago
- AutoML library for deep learning☆9,231Updated 4 months ago
- Perform data science on data that remains in someone else's server☆9,680Updated last week
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆89,831Updated this week
- Automated Machine Learning with scikit-learn☆7,832Updated 3 months ago
- Streamlit — A faster way to build and share data apps.☆39,330Updated this week
- A library of reinforcement learning components and agents☆3,672Updated last week
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,410Updated 3 months ago
- Hydra is a framework for elegantly configuring complex applications☆9,291Updated 2 weeks ago
- Build, Manage and Deploy AI/ML Systems☆8,807Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆23,858Updated this week
- 🦉 Data Versioning and ML Experiments☆14,440Updated last week
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,622Updated 2 months ago
- A library for efficient similarity search and clustering of dense vectors.☆34,852Updated this week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆31,435Updated 4 months ago
- An open source python library for automated feature engineering☆7,439Updated last week