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. Learn more →
Top 15 Python Ray Projects
-
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.
-
-
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.
-
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).
-
mars
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
-
-
runhouse
Write local debuggable Python which traverses your powerful remote infra. Deploy as-is. Unobtrusive, unopinionated, PyTorch-like APIs.
-
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
-
-
-
ragswift
🚀 Scale your RAG pipeline using Ragswift: A scalable centralized embeddings management platform
-
Inversion-DNSBL-Generator
Generate malicious URL blocklists for DNSBL applications like pfBlockerNG or Pi-hole by scanning various public URL sources using the Safe Browsing API from Google and/or Yandex.
-
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Ray: Unified framework for scaling AI and Python applications | news.ycombinator.com | 2024-05-03
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: 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
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).
Python Ray related posts
-
Ray: Unified framework for scaling AI and Python applications
-
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
-
A note from our sponsor - InfluxDB
www.influxdata.com | 21 May 2024
Index
What are some of the best open-source Ray projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Ray | 31,414 |
| 2 | horovod | 13,987 |
| 3 | AWS Data Wrangler | 3,816 |
| 4 | mars | 2,675 |
| 5 | ray-llm | 1,174 |
| 6 | runhouse | 725 |
| 7 | malib | 467 |
| 8 | Python-Raytracer | 447 |
| 9 | genv | 427 |
| 10 | space | 137 |
| 11 | ragswift | 33 |
| 12 | RayEnvWrapper | 22 |
| 13 | Inversion-DNSBL-Generator | 20 |
| 14 | rxray | 12 |
| 15 | ray_snowflake | 4 |
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com