The Top 23 Python Ray Open Source Projects

Open source projects categorized as Python Ray

Categories > Programming Languages > Python

Learn how to design, develop, deploy and iterate on production-grade ML applications.

total releases 5most recent commit 5 months ago

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

dependent packages 363total releases 95most recent commit 3 months ago

Modin ⭐ 9,275

Modin: Scale your Pandas workflows by changing a single line of code

dependent packages 25total releases 89most recent commit 3 months ago

Aws Sdk Pandas ⭐ 3,779

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

dependent packages 65total releases 143most recent commit a month ago

Mars ⭐ 2,664

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

dependent packages 1total releases 118most recent commit 4 months ago

Analytics Zoo ⭐ 2,592

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

dependent packages 3total releases 1most recent commit 4 months ago

Mlops Course ⭐ 2,427

Learn how to design, develop, deploy and iterate on production-grade ML applications.

most recent commit 9 months ago

Automatic Ripping Machine ⭐ 2,121

Automatic Ripping Machine (ARM) Scripts

most recent commit 3 months ago

Src ⭐ 1,305

IDAPython project for Hex-Ray's IDA Pro

most recent commit 4 months ago

Ray Llm ⭐ 972

RayLLM - LLMs on Ray

most recent commit 3 months ago

Pyray ⭐ 714

A 3d rendering library written completely in python.

dependent packages 1total releases 4most recent commit 5 months ago

Openrlhf ⭐ 704

A Ray-based High-performance RLHF framework (Support 70B+ full tuning & LoRA & Mixtral)

most recent commit 3 months ago

Runhouse ⭐ 667

Create and share production-quality backend apps and services anywhere. Unobtrusive, debuggable, PyTorch-like APIs for your world of infra.

most recent commit 3 months ago

Marllib ⭐ 611

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

most recent commit 5 months ago

Idarling ⭐ 588

Collaborative Reverse Engineering plugin for IDA Pro & Hex-Rays

most recent commit 3 years ago

Cosmic Ray ⭐ 541

Mutation testing for Python

dependent packages 1total releases 46most recent commit 3 months ago

Tune Sklearn ⭐ 461

A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.

dependent packages 8total releases 24most recent commit 6 months ago

Plotoptix ⭐ 444

Data visualisation and ray tracing in Python based on OptiX 7.7 framework.

total releases 51most recent commit 7 months ago

Malib ⭐ 440

A parallel framework for population-based multi-agent reinforcement learning.

most recent commit 4 months ago

Nerf Pytorch ⭐ 414

A PyTorch re-implementation of Neural Radiance Fields

most recent commit 3 years ago

Wordbatch ⭐ 413

Python library for distributed AI processing pipelines, using swappable scheduler backends.

total releases 19most recent commit 2 years ago

Vapory ⭐ 409

Photo-realistic 3D rendering with Python and POV-Ray

total releases 2most recent commit 3 years ago

Python Raytracer ⭐ 371

A basic Ray Tracer that exploits numpy arrays and functions to work fast.

most recent commit 2 years ago

The 10 Most Depended On Python Ray Open Source Projects

Ray ⭐ 29,596

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

dependent packages 363total releases 95latest release December 04, 2023most recent commit 3 months ago

Aws Sdk Pandas ⭐ 3,779

dependent packages 65total releases 143latest release November 13, 2023most recent commit a month ago

Aws Xray Sdk Python ⭐ 307

AWS X-Ray SDK for the Python programming language

dependent packages 29total releases 33latest release October 12, 2023most recent commit 5 months ago

Modin ⭐ 9,275

Modin: Scale your Pandas workflows by changing a single line of code

dependent packages 25total releases 89latest release November 17, 2023most recent commit 3 months ago

Gammapy ⭐ 212

A Python package for gamma-ray astronomy

dependent packages 9total releases 30latest release December 06, 2023most recent commit 3 months ago

Tune Sklearn ⭐ 461

A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.

dependent packages 8total releases 24latest release November 06, 2023most recent commit 6 months ago

Xraydb ⭐ 43

X-ray Reference Data in SQLite library, including Python interface

dependent packages 7total releases 19latest release November 13, 2023most recent commit 5 months ago

Xraylarch ⭐ 114

Larch: Applications and Python Library for Data Analysis of X-ray Absorption Spectroscopy (XAS, XANES, XAFS, EXAFS), X-ray Fluorescence (XRF) Spectroscopy and Imaging, and more.

dependent packages 5total releases 40latest release November 14, 2023most recent commit 3 months ago

Xgboost_ray ⭐ 121

Distributed XGBoost on Ray

dependent packages 5total releases 25latest release September 20, 2023most recent commit 6 months ago

Torchx ⭐ 275

TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.

dependent packages 4total releases 728latest release December 12, 2023most recent commit 3 months ago

The 10 Latest Releases In Python Ray Open Source Projects

Torchx ⭐ 275

TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.

dependent packages 4total releases 728latest release December 12, 2023most recent commit 3 months ago

Shadowoui ⭐ 8

dependent packages 1total releases 307latest release December 07, 2023most recent commit 4 months ago

Gammapy ⭐ 212

A Python package for gamma-ray astronomy

dependent packages 9total releases 30latest release December 06, 2023most recent commit 3 months ago

Raydp ⭐ 265

RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.

dependent packages 1total releases 49latest release December 05, 2023most recent commit 4 months ago

Ray ⭐ 29,596

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

dependent packages 363total releases 95latest release December 04, 2023most recent commit 3 months ago

Evox ⭐ 98

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

total releases 10latest release November 30, 2023most recent commit 3 months ago

Prefect Ray ⭐ 56

Prefect integrations with Ray

dependent packages 1total releases 16latest release November 29, 2023most recent commit 5 months ago

Pyfitit ⭐ 28

Python implementation of FitIt software to fit X-ray absorption near edge structure (XANES) extended with additional features.

total releases 26latest release November 28, 2023most recent commit 5 months ago

Modin ⭐ 9,275

Modin: Scale your Pandas workflows by changing a single line of code

dependent packages 25total releases 89latest release November 17, 2023most recent commit 3 months ago

Lacosmic ⭐ 9

Remove cosmic rays from an astronomical image using L.A.Cosmic

dependent packages 3total releases 4latest release November 16, 2023most recent commit 5 months ago

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