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Ray Alternatives
Similar projects and alternatives to Ray
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Mail-in-a-Box
Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
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Back In Time
A comfortable and well-configurable graphical Frontend for incremental backups, with a command-line version also available. Modified files are transferred, while unchanged files are linked to the new folder using rsync's hard link feature, saving storage space. Restoring is straightforward via file manager, command line or Back In Time itself.
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Iron python
Implementation of the Python programming language for .NET Framework; built on top of the Dynamic Language Runtime (DLR).
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django-sql-explorer
SQL reporting that Just Works. Fast, simple, and confusion-free. Write and share queries in a delightful SQL editor, with AI assistance.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better Ray alternative or higher similarity.
Ray discussion
Ray reviews and mentions
Posts with mentions or reviews of Ray.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-11-16.
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Ask HN: What Open Source Projects Need Help?
I'm guessing this comment is some kind of "if you know, you know." Likely starting from https://docs.ray.io/en/latest/cluster/vms/user-guides/launch... and then trawling through one of these I guess https://github.com/ray-project/ray/issues?q=is%3Aissue+prem+...
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Running Phi 3 with vLLM and Ray Serve
It will take some time to load the images since rayproject/ray-ml:2.30.0 image is oversized (you could try building a small image file using that one, as mentioned here)
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Amazon's Exabyte-Scale Migration from Apache Spark to Ray on Amazon EC2
Yeah, mmap, I think this is the relevant line [1].
Fun fact, very early on, we used to create one mmapped file per serialized object, but that very quickly broke down.
Then we switched to mmapping one large file at the start and storing all of the serialized objects in that file. But then as objects get allocated and deallocated, you need to manage the memory inside of that mmapped file, and we just repurposed a malloc implementation to handle that.
[1] https://github.com/ray-project/ray/blob/21202f6ddc3ceaf74fbc...
- Comparison: Dask vs. Ray
- Ray: Unified framework for scaling AI and Python applications
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Open Source Advent Fun Wraps Up!
22. Ray | Github | tutorial
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Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Custom Models
Training times for GSM8k are mentioned here: https://github.com/ray-project/ray/tree/master/doc/source/te...
- Ray – an open source project for scaling AI workloads
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Methods to keep agents inside grid world.
Here's a reference from RLlib that points to docs and an example, and here's one from one of my projects that includes all my own implementations
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TransformerXL + PPO Baseline + MemoryGym
RLlib
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A note from our sponsor - CodeRabbit
coderabbit.ai | 19 Mar 2025
Stats
Basic Ray repo stats
47
35,992
10.0
5 days ago
ray-project/ray is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of Ray is Python.
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