{"payload":{"pageCount":4,"repositories":[{"type":"Public","name":"ray","owner":"ray-project","isFork":false,"description":"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.","allTopics":["python","java","data-science","machine-learning","reinforcement-learning","deep-learning","deployment","tensorflow","optimization","parallel","pytorch","distributed","model-selection","hyperparameter-optimization","ray","automl","hyperparameter-search","serving","rllib","llm-serving"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":492,"issueCount":3259,"starsCount":31545,"forksCount":5327,"license":"Apache License 2.0","participation":[102,114,85,124,106,91,75,94,68,103,132,153,152,66,136,31,65,72,97,90,103,84,83,52,88,66,71,86,85,35,15,60,66,64,76,68,52,43,89,113,101,71,64,50,68,78,72,76,53,81,65,55],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-29T11:42:37.398Z"}},{"type":"Public","name":"kuberay","owner":"ray-project","isFork":false,"description":"A toolkit to run Ray applications on Kubernetes","allTopics":["machine-learning","deep-learning","apache","ray","kubernetes"],"primaryLanguage":{"name":"Go","color":"#00ADD8"},"pullRequestCount":37,"issueCount":185,"starsCount":888,"forksCount":315,"license":"Apache License 2.0","participation":[10,8,8,9,3,12,7,2,7,6,14,7,7,8,20,5,12,5,5,14,11,9,7,5,15,14,13,18,7,12,19,12,5,15,17,13,6,4,10,11,10,12,9,5,7,4,8,4,11,14,9,2],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-29T09:46:21.425Z"}},{"type":"Public","name":"deltacat","owner":"ray-project","isFork":false,"description":"A portable Pythonic Data Catalog API powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture to your big data workloads.","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":4,"issueCount":34,"starsCount":99,"forksCount":18,"license":"Apache License 2.0","participation":[2,23,5,5,2,4,2,3,7,5,0,2,2,8,7,5,3,6,1,5,1,2,0,2,1,1,3,0,0,0,0,0,2,0,0,2,2,0,5,0,3,1,0,3,5,0,0,4,2,1,4,3],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-29T03:24:59.238Z"}},{"type":"Public","name":"rayci","owner":"ray-project","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Go","color":"#00ADD8"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":1,"license":null,"participation":[0,0,4,6,5,2,2,2,3,9,25,22,2,2,1,0,0,1,6,1,4,2,1,4,6,1,4,3,6,5,0,3,3,7,16,7,3,1,3,4,3,1,0,0,0,1,6,5,5,2,0,2],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-28T23:41:18.684Z"}},{"type":"Public archive","name":"ray-llm","owner":"ray-project","isFork":false,"description":"RayLLM - LLMs on Ray","allTopics":["distributed-systems","transformers","ray","serving","large-language-models","llm","llmops","llm-serving","llm-inference"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":7,"issueCount":58,"starsCount":1189,"forksCount":84,"license":"Apache License 2.0","participation":[25,6,18,9,5,13,11,0,6,2,1,1,0,0,1,28,1,11,14,0,4,5,9,4,6,0,0,2,0,0,0,6,0,2,2,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,4],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-28T19:31:51.575Z"}},{"type":"Public","name":"issues-to-airtable","owner":"ray-project","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"JavaScript","color":"#f1e05a"},"pullRequestCount":0,"issueCount":1,"starsCount":1,"forksCount":3,"license":null,"participation":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-28T14:06:20.253Z"}},{"type":"Public","name":"enhancements","owner":"ray-project","isFork":false,"description":"Tracking Ray Enhancement Proposals","allTopics":[],"primaryLanguage":null,"pullRequestCount":16,"issueCount":0,"starsCount":41,"forksCount":24,"license":"Apache License 2.0","participation":[0,0,0,0,0,0,0,1,1,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-21T20:51:12.543Z"}},{"type":"Public","name":"pygloo","owner":"ray-project","isFork":false,"description":"Pygloo provides Python bindings for Gloo.","allTopics":[],"primaryLanguage":{"name":"C++","color":"#f34b7d"},"pullRequestCount":3,"issueCount":1,"starsCount":15,"forksCount":7,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-21T15:43:53.574Z"}},{"type":"Public","name":"llmperf","owner":"ray-project","isFork":false,"description":"LLMPerf is a library for validating and benchmarking LLMs","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":9,"issueCount":16,"starsCount":436,"forksCount":62,"license":"Apache License 2.0","participation":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,11,0,7,1,0,1,0,3,1,0,1,1,0,0,0,0,0,0,0,1,0,0,0,0,0,1,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-20T11:50:43.992Z"}},{"type":"Public","name":"kuberay-helm","owner":"ray-project","isFork":false,"description":"Helm charts for the KubeRay project","allTopics":[],"primaryLanguage":{"name":"Mustache","color":"#724b3b"},"pullRequestCount":2,"issueCount":3,"starsCount":20,"forksCount":11,"license":null,"participation":[0,2,0,0,0,0,1,1,2,0,0,0,0,0,0,1,0,0,0,0,1,0,2,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,1,1,0,0,0,0,0,1,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-07T17:27:59.041Z"}},{"type":"Public","name":"mobius","owner":"ray-project","isFork":false,"description":"Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.","allTopics":["training","machine-learning","realtime","distributed-computing","fusion","online-learning"],"primaryLanguage":{"name":"Java","color":"#b07219"},"pullRequestCount":2,"issueCount":8,"starsCount":83,"forksCount":13,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-05T09:18:52.705Z"}},{"type":"Public","name":"llm-applications","owner":"ray-project","isFork":false,"description":"A comprehensive guide to building RAG-based LLM applications for production.","allTopics":["machine-learning","openai","ray","serving","fine-tuning","anyscale","llms","llama2"],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":5,"issueCount":9,"starsCount":1550,"forksCount":194,"license":"Creative Commons Attribution 4.0 International","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-04-24T18:07:58.916Z"}},{"type":"Public","name":"ray-open-ports-checker","owner":"ray-project","isFork":false,"description":"Tool to quickly check and see if your Ray cluster is exposed to untrusted clients","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":0,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-03-28T00:52:48.335Z"}},{"type":"Public","name":"serve_workloads","owner":"ray-project","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":3,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-03-22T19:54:33.706Z"}},{"type":"Public","name":"images","owner":"ray-project","isFork":false,"description":"Host images","allTopics":[],"primaryLanguage":null,"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-03-15T17:09:52.001Z"}},{"type":"Public","name":"xgboost_ray","owner":"ray-project","isFork":false,"description":"Distributed XGBoost on Ray","allTopics":["data-science","machine-learning","kaggle","xgboost","dask","modin"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":2,"issueCount":42,"starsCount":133,"forksCount":33,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-03-02T07:26:52.881Z"}},{"type":"Public archive","name":"ray-educational-materials","owner":"ray-project","isFork":false,"description":"This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.","allTopics":["deep-learning","ray","distributed-machine-learning","ray-tune","ray-train","ray-distributed","llm","generative-ai","ray-serve","ray-data","llm-serving","llm-inference"],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":1,"issueCount":4,"starsCount":301,"forksCount":52,"license":"Apache License 2.0","participation":[0,0,0,0,0,0,1,0,2,1,0,0,0,0,1,0,0,0,0,0,1,0,0,2,0,6,1,0,0,1,1,1,0,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-13T00:29:49.131Z"}},{"type":"Public","name":"lightgbm_ray","owner":"ray-project","isFork":false,"description":"LightGBM on Ray","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":4,"starsCount":42,"forksCount":7,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-04T19:26:36.541Z"}},{"type":"Public","name":"rayfed","owner":"ray-project","isFork":false,"description":"A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.","allTopics":["ray","privacy-preserving","federated-learning","distributed-execution","python"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":33,"starsCount":84,"forksCount":20,"license":"Apache License 2.0","participation":[1,0,2,1,2,5,4,2,0,3,2,1,0,0,0,5,0,0,0,0,0,0,0,1,0,0,0,3,3,1,2,4,1,5,3,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-31T09:15:07.525Z"}},{"type":"Public","name":"travis-tracker-v2","owner":"ray-project","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":9,"starsCount":2,"forksCount":7,"license":null,"participation":[1,0,0,0,0,0,0,0,0,1,0,0,4,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,0,0,0,0,0,4,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-24T23:23:46.594Z"}},{"type":"Public","name":"dind-buildkite-plugin","owner":"ray-project","isFork":false,"description":"A Buildkite Plugin to enable Docker-in-Docker","allTopics":[],"primaryLanguage":{"name":"Shell","color":"#89e051"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-24T00:38:59.315Z"}},{"type":"Public","name":"llm-numbers","owner":"ray-project","isFork":false,"description":"Numbers every LLM developer should know","allTopics":[],"primaryLanguage":null,"pullRequestCount":1,"issueCount":9,"starsCount":3928,"forksCount":135,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-16T10:15:43.671Z"}},{"type":"Public","name":"llmperf-leaderboard","owner":"ray-project","isFork":false,"description":"","allTopics":[],"primaryLanguage":null,"pullRequestCount":0,"issueCount":8,"starsCount":395,"forksCount":10,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-10T04:33:24.759Z"}},{"type":"Public","name":"test_dag","owner":"ray-project","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":5,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-01-03T04:06:35.490Z"}},{"type":"Public","name":"ray-data-user-testing","owner":"ray-project","isFork":false,"description":"The repo to study Ray Data CUJ","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-11-13T07:36:41.075Z"}},{"type":"Public","name":"docu-mentor","owner":"ray-project","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":1,"starsCount":10,"forksCount":2,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-11-09T10:34:45.217Z"}},{"type":"Public archive","name":"tune-sklearn","owner":"ray-project","isFork":false,"description":"A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.","allTopics":["bayesian-optimization","hyperparameter-tuning","automl","gridsearchcv","scikit-learn"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":2,"issueCount":33,"starsCount":465,"forksCount":52,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-11-06T19:55:38.184Z"}},{"type":"Public","name":"llmval-legacy","owner":"ray-project","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Jupyter Notebook","color":"#DA5B0B"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-11-06T19:11:26.715Z"}},{"type":"Public archive","name":"ray_lightning","owner":"ray-project","isFork":false,"description":"Pytorch Lightning Distributed Accelerators using Ray","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":12,"issueCount":54,"starsCount":213,"forksCount":34,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-11-03T23:25:44.800Z"}},{"type":"Public","name":"test_runtime_env","owner":"ray-project","isFork":false,"description":"Used for testing.","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-10-31T16:10:56.493Z"}}],"repositoryCount":115,"userInfo":null,"searchable":true,"definitions":[],"typeFilters":[{"id":"all","text":"All"},{"id":"public","text":"Public"},{"id":"source","text":"Sources"},{"id":"fork","text":"Forks"},{"id":"archived","text":"Archived"},{"id":"template","text":"Templates"}],"compactMode":false},"title":"Repositories"}