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Made-With-ML

GokuMohandas /Made-With-ML

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

python data-science machine-learning natural-language-processing deep-learning pytorch data-engineering ray data-quality distributed-training mlops distributed-ml llms

UpdatedAug 18, 2024
Jupyter Notebook

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.

python data-science machine-learning reinforcement-learning deep-learning deployment tensorflow optimization parallel pytorch distributed hyperparameter-optimization ray hyperparameter-search serving rllib large-language-models llm llm-serving llm-inference

UpdatedFeb 20, 2026
Python

horovod /horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

machine-learning spark deep-learning uber mxnet tensorflow mpi keras pytorch machinelearning baidu deeplearning ray

UpdatedDec 1, 2025
Python

OpenCSGs /csghub

CSGHub is a brand-new open-source platform for managing LLMs, developed by the OpenCSG team. It offers both open-source and on-premise/SaaS solutions, with features comparable to Hugging Face. Gain full control over the lifecycle of LLMs, datasets, and agents, with Python SDK compatibility with Hugging Face. Join us! ⭐️

git platform ai model space deploy prompt inference dataset ray management-system asset-management finetune huggingface llm deepseek

UpdatedFeb 4, 2026
Vue

Daft

Eventual-Inc /Daft

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

python rust distributed-systems machine-learning big-data etl arrow distributed-computing distributed embeddings artificial-intelligence data-engineering parquet ray iceberg multimodal ai-pipeline huggingface ai-engineering

UpdatedFeb 20, 2026
Rust

aws-sdk-pandas

aws /aws-sdk-pandas

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).

mysql python emr aws data-science lambda aws-lambda athena etl pandas data-engineering redshift ray apache-parquet amazon-athena apache-arrow aws-glue modin glue-catalog amazon-sagemaker-notebook

UpdatedFeb 20, 2026
Python

mlops-course

GokuMohandas /mlops-course

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

python data-science machine-learning natural-language-processing deep-learning pytorch data-engineering ray data-quality mlops distributed-ml llms

UpdatedAug 16, 2024
Jupyter Notebook

mars-project /mars

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

python machine-learning tensorflow numpy scikit-learn pandas pytorch xgboost lightgbm tensor dask ray dataframe statsmodels joblib

UpdatedJan 2, 2024
Python

ray-project /kuberay

A toolkit to run Ray applications on Kubernetes

kubernetes machine-learning deep-learning apache ray

UpdatedFeb 20, 2026
Go

erichlof /THREE.js-PathTracing-Renderer

Real-time PathTracing with global illumination and progressive rendering, all on top of the Three.js WebGL framework. Click here for Live Demo:https://erichlof.github.io/THREE.js-PathTracing-Renderer/Geometry_Showcase.html

webgl threejs global-illumination path-tracer realtime path tracing raytracing tracer ray pathtracing three-js

UpdatedFeb 19, 2026
GLSL

GLSL-PathTracer

knightcrawler25 /GLSL-PathTracer

A toy physically based GPU path tracer (C++/OpenGL/GLSL)

windows linux opengl gpu path-tracer glsl path tracing raytracer bsdf tracer bvh ray pathtracing disney ray-tracing pathtracer path-tracing

UpdatedFeb 9, 2024
C++

EMI-Group /evox

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

neuroevolution pytorch gym gpu-acceleration evolutionary-algorithms multi-objective-optimization ray black-box-optimization evolutionary-computation evolutionary-strategies metaheuristics jax evolutionary-optimization derivative-free-optimization gradient-free-optimization population-based-optimization brax evolutionary-reinforcement-learinig

UpdatedFeb 8, 2026
Python

llm-applications

ray-project /llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

machine-learning openai ray serving fine-tuning anyscale llms llama2

UpdatedAug 2, 2024
Jupyter Notebook

LuxCoreRender /LuxCore

LuxCore source repository

visualization opencl ray-tracer cuda raytracer raytracing gpu-computing ray ray-tracing 3d-graphics rtx optix pathtracer path-tracing bidirectional-path-tracing luxrender luxcorerender

UpdatedFeb 3, 2026
C++

Replicable-MARL /MARLlib

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

deep-reinforcement-learning pytorch ray multi-agent-reinforcement-learning rllib

UpdatedNov 28, 2024
Python

ray-project /ray-llm

RayLLM - LLMs on Ray (Archived). Read README for more info.

ray llm llm-serving

UpdatedMar 13, 2025

run-house /kubetorch

Distribute and run AI workloads on Kubernetes magically in Python, like PyTorch for ML infra.

python training kubernetes infrastructure aws data-science machine-learning serverless evaluation gcp inference pytorch distributed artificial-intelligence ray data-processing observability

UpdatedFeb 20, 2026
Python

lighttransport /nanort

NanoRT, single header only modern ray tracing kernel.

raytracing bvh ray pathtracing bdpt

UpdatedOct 1, 2025
C++

server

buggregator /server

Buggregator is a lightweight, standalone server that offers a range of debugging features for PHP applications.

debugging php laravel symfony sentry smtp smtp-server xhprof xhprof-ui ray hacktoberfest http-dump bugregator

UpdatedJan 29, 2026
PHP

GPU-Raytracer

jan-van-bergen /GPU-Raytracer

GPU Raytracer from scratch in C++/CUDA

opengl optimization cuda raytracer raytracing bvh ray mitsuba svgf sbvh compressed-wide-bvh

UpdatedJul 21, 2022
C++

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