ray

There are 8 repositories under ray topic.

Made-With-ML
GokuMohandas / Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray
Language:Jupyter Notebook 35635
ray-project / ray
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.
ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization data-science automl hyperparameter-optimization model-selection java serving deployment pytorch tensorflow llm-serving
Language:Python 31064
horovod / horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber
Language:Python 13948
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).
python aws pandas apache-arrow apache-parquet data-engineering etl data-science redshift athena lambda aws-lambda aws-glue emr amazon-athena glue-catalog mysql amazon-sagemaker-notebook modin ray
Language:Python 3801
mlops-course
GokuMohandas / mlops-course
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-engineering data-quality data-science deep-learning distributed-ml llms machine-learning mlops natural-language-processing python pytorch ray
Language:Jupyter Notebook 2739
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 numpy tensor pandas machine-learning scikit-learn tensorflow pytorch xgboost lightgbm ray statsmodels joblib dataframe dask
Language:Python 2678
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
pathtracing raytracing realtime global-illumination webgl path-tracer threejs three-js path tracing ray tracer
Language:JavaScript 1823
GLSL-PathTracer
knightcrawler25 / GLSL-PathTracer
A toy physically based GPU path tracer (C++/OpenGL/GLSL)
glsl pathtracer raytracer opengl path-tracing ray-tracing bvh gpu tracer path-tracer windows linux disney bsdf path pathtracing ray tracing
Language:C++ 1733
llm-applications
ray-project / llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
anyscale fine-tuning llama2 llms machine-learning openai ray serving
Language:Jupyter Notebook 1486
ray-project / ray-llm
RayLLM - LLMs on Ray
distributed-systems large-language-models ray serving transformers llm llm-inference llm-serving llmops
Language:Python 1137
LuxCoreRender / LuxCore
LuxCore source repository
3d-graphics raytracer ray-tracing opencl gpu-computing luxrender luxcorerender visualization raytracing ray-tracer pathtracer path-tracing bidirectional-path-tracing ray cuda optix rtx
Language:C++ 1119
lighttransport / nanort
NanoRT, single header only modern ray tracing kernel.
raytracing pathtracing bdpt bvh ray
Language:C++ 1041
ray-project / kuberay
A toolkit to run Ray applications on Kubernetes
machine-learning kubernetes apache ray deep-learning
Language:Go 835
glouw / littlewolf
A tiny software graphics and game engine
raycaster ray casting doom wolfenstein graphics engine
Language:C 791
Replicable-MARL / MARLlib
One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)
deep-reinforcement-learning multi-agent-reinforcement-learning pytorch ray rllib
Language:Python 768
GPU-Raytracer
jan-van-bergen / GPU-Raytracer
GPU Raytracer from scratch in C++/CUDA
cuda compressed-wide-bvh svgf mitsuba raytracing bvh sbvh opengl raytracer ray optimization
Language:C++ 762
run-house / runhouse
The fastest way to iterate and deploy AI workloads on your own infra. Unobtrusive, debuggable, PyTorch-like APIs.
artificial-intelligence aws azure data-science fastapi gcp machine-learning python pytorch ray serverless api deployment distributed infrastructure collaboration middleware sagemaker observability
Language:Python 708
awslabs / data-on-eks
DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS
aws-eks eks jupyterhub kubeflow kubernetes ml mlflow ray spark terraform
Language:HCL 497
sjtu-marl / malib
A parallel framework for population-based multi-agent reinforcement learning.
multiagent reinforcement-learning python ray games parallel distributed
Language:Python 461
yszhao91 / cga.js
CGA 3D 计算几何算法库 | 3D Compute Geometry Algorithm Library webgl three.js babylon.js等任何库都可以使用
cga js cgal webgl threejs javascript graphics computional-geometry-algorithm segment ray plane triangle geometry libarary capsule sphere geospatial gis ts typescript
Language:JavaScript 455
Python-Raytracer
rafael-fuente / Python-Raytracer
A basic Ray Tracer that exploits numpy arrays and functions to work fast.
3d-engine compile-time fun learning-python python ray ray-tracer raytracer raytracing rendering
Language:Python 447
run-ai / genv
GPU environment and cluster management with LLM support
gpu docker gpus nvidia-gpu bash data-science deep-learning jupyter-notebook jupyterlab-extension vscode vscode-extension zsh container-runtime containers k8s kubernetes ray llm-inference llms ollama
Language:Python 400
EricSteinberger / PokerRL
Framework for Multi-Agent Deep Reinforcement Learning in Poker
deep-learning gym-environment poker reinforcement-learning reinforcement-learning-algorithms framework ray research
Language:Python 387
server
buggregator / server
Buggregator is a lightweight, standalone server that offers a range of debugging features for PHP applications.
symfony xhprof xhprof-ui laravel debugging php sentry smtp smtp-server http-dump ray bugregator
Language:PHP 335
laravel-app
buggregator / laravel-app
The old version of Buggregator, which uses Laravel framework, is no longer being actively developed. The new beta version, built with Spiral framework, is now available at https://github.com/buggregator/spiral-app and offers significant improvements in performance and stability, as well as a lighter docker image size of around 300mb.
php ray swoole laravel docker octane websocket monolog sentry smtp-server vardumper dump debugger crash-reporting email-client error-monitoring
Language:PHP 325
pytorch / torchx
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.
pytorch machine-learning kubernetes slurm distributed-training pipelines components deep-learning python aws-batch ray airflow
Language:Python 296
ray-project / ray-educational-materials
This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.
deep-learning distributed-machine-learning ray-distributed ray-tune ray ray-train ray-data ray-serve generative-ai llm llm-inference llm-serving
Language:Jupyter Notebook 287
oap-project / raydp
RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.
ray spark
Language:Python 281
codeflare
project-codeflare / codeflare
Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.
pipelines workflows automl data-science machine-learning ray sklearn hyperparameter-optimization
Language:Jupyter Notebook 214
maxpumperla / learning_ray
Notebooks for the O'Reilly book "Learning Ray"
data-science deep-learning distributed-computing machine-learning notebook python ray
Language:Jupyter Notebook 212
ray-project / langchain-ray
Examples on how to use LangChain and Ray
langchain llm llms ray-distributed fine-tuning-t5 generative-ai langchain-python ray ray-air
Language:Python 207
spatie / global-ray
Enable Ray in all PHP files on your system
php debugging ray
Language:PHP 203
ael-bekk / Cub3d-Advanced-Raycasting
#Cub3D: This project is a 3D game created from scratch written in C using an old graphic library mini-libx, presented with an old technology raycasting to make the 3D feeling looks pretty good
cub3d 42 3d-graphics 3d-modeling design game game-3d game-development game-engine ray raycasting 42school fps-game math mathematics raytracing 3d 3d-designing 42project design-systems
Language:C 195
dkeras
dkeras-project / dkeras
Distributed Keras Engine, Make Keras faster with only one line of code.
machine-learning keras keras-tensorflow distributed-deep-learning deep-learning tensorflow ray python distributed parallel-computing neural-network deep-neural-networks distributed-systems keras-models keras-neural-networks keras-classification-models tensorflow-models distributed-keras-engine plaidml data-parallelism
Language:Python 192
guanguans / laravel-soar
SQL optimizer and rewriter for laravel. - laravel 的 SQL 优化器和重写器。
laravel laravel-sql security-vulnerabilities soar sql debug optimize rewrite statement mysql optimizer rewriter sql-optimizer clockwork debugbar ray
Language:PHP 180
T-1000
Draichi / T-1000
:zap: :zap: 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐
reinforcement-learning-bot trading-bot algotrading rllib ray trading bot rl
Language:Python 172