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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
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
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 - InfluxDB
www.influxdata.com | 24 Apr 2024
Index
What are some of the best open-source Ray projects? This list will help you:
Project | Stars | |
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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 | 1,823 |
7 | GLSL-PathTracer | 1,732 |
8 | llm-applications | 1,472 |
9 | ray-llm | 1,126 |
10 | GPU-Raytracer | 761 |
11 | runhouse | 702 |
12 | data-on-eks | 491 |
13 | malib | 460 |
14 | Python-Raytracer | 446 |
15 | genv | 398 |
16 | global-ray | 203 |
17 | gym-continuousDoubleAuction | 136 |
18 | space | 135 |
19 | x-ray | 72 |
20 | node-ray | 51 |
21 | Inversion-DNSBL-Blocklists | 45 |
22 | ragswift | 33 |
23 | RayEnvWrapper | 22 |
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