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Top 23 Ray Open-Source Projects
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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.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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AWS Data Wrangler
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).
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mars
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
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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
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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runhouse
The fastest way to iterate and deploy AI workloads on your own infra. Unobtrusive, debuggable, PyTorch-like APIs.
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gym-continuousDoubleAuction
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
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Inversion-DNSBL-Blocklists
Malicious URLs identified by scanning various public URL sources using the Google Safe Browsing API (over 6 billion URLs scanned daily)
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ragswift
🚀 Scale your RAG pipeline using Ragswift: A scalable centralized embeddings management platform
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13Made With ML
22. Ray | Github | tutorial
Project mention: Read files from s3 using Pandas/s3fs or AWS Data Wrangler? | /r/dataengineering | 2023-12-06I had no problem with awswrangler (https://github.com/aws/aws-sdk-pandas) and it supports reading and writing partitions which was really helpful and a few other optimizations that made it a great tool
Project mention: A comprehensive guide to building RAG-based LLM applications for production | news.ycombinator.com | 2023-10-25
Project mention: Aviary: Compare Open Source LLMs for cost, latency and quality | news.ycombinator.com | 2023-06-01
With Runhouse, it’s easy to send code to your compute no matter where it lives, and efficiently utilize your resources across multiple callers scheduling jobs (e.g. researchers, pipelines, inference services, etc). We believe less is more when it comes to AI DevOps, so we don’t make any assumptions about the structure of your code or the infrastructure to which you’re sending it.
Project mention: Unified storage framework for the entire machine learning lifecycle | news.ycombinator.com | 2024-02-28
We'll be bundling a new version of one of my NPM libraries, node-ray. It's written in TypeScript, has two entry points (one for NodeJS and one for browser use), and builds six library files: ESM and CommonJS format for the two entry point files, as well as a "standalone" version that bundles all of the dependencies to allow importing it into a webpage via a CDN (the standard builds exclude all dependencies in the final bundles).
Added add on uBO to Firefox and tested now . here the results, https://d3ward.github.io/toolz/adblock.html . All list sources: - https://github.com/elliotwutingfeng/Inversion-DNSBL-Blocklists .
Project mention: Show HN: Ragswift – Scalable embeddings platform powered by distributed compute | news.ycombinator.com | 2024-01-22
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2024-03-15.
Ray related posts
- A comprehensive guide to building RAG-based LLM applications for production
- Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Custom Models
- Ray – an open source project for scaling AI workloads
- Methods to keep agents inside grid world.
- Aviary: Compare Open Source LLMs for cost, latency and quality
- [N] Aviary: Comparing Open Source LLMs for cost, latency and quality
- Anyscale's Aviary is a dashboard for evaluating Open Source LLMs
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A note from our sponsor - WorkOS
workos.com | 19 Apr 2024
Index
What are some of the best open-source Ray projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Made-With-ML | 35,610 |
| 2 | Ray | 30,988 |
| 3 | horovod | 13,942 |
| 4 | AWS Data Wrangler | 3,797 |
| 5 | mars | 2,675 |
| 6 | THREE.js-PathTracing-Renderer | 1,821 |
| 7 | GLSL-PathTracer | 1,727 |
| 8 | llm-applications | 1,472 |
| 9 | ray-llm | 1,126 |
| 10 | GPU-Raytracer | 761 |
| 11 | runhouse | 702 |
| 12 | data-on-eks | 491 |
| 13 | malib | 459 |
| 14 | Python-Raytracer | 445 |
| 15 | genv | 392 |
| 16 | global-ray | 203 |
| 17 | gym-continuousDoubleAuction | 136 |
| 18 | space | 134 |
| 19 | x-ray | 72 |
| 20 | node-ray | 51 |
| 21 | Inversion-DNSBL-Blocklists | 43 |
| 22 | ragswift | 32 |
| 23 | RayEnvWrapper | 22 |
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