Awesome-Rust-MachineLearning
This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. 🦀 (by vaaaaanquish)
Apache Arrow
Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics (by apache)
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| Awesome-Rust-MachineLearning | Apache Arrow | |
|---|---|---|
| 5 | 86 | |
| 2,137 | 15,651 | |
| 2.9% | 0.8% | |
| 0.0 | 9.9 | |
| almost 2 years ago | 6 days ago | |
| JavaScript | C++ | |
| MIT License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Awesome-Rust-MachineLearning
Posts with mentions or reviews of Awesome-Rust-MachineLearning.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-02.
-
Performance critical ML: How viable is Rust as an alternative to C++
There’s an awesome-git list for a bunch of ML rust stuff not sure how up to date it is as well https://github.com/vaaaaanquish/Awesome-Rust-MachineLearning … not mine
-
Machine Learning Inference Server in Rust?
I am looking for something like [Triton Inference Server](https://github.com/triton-inference-server/server) or [TFX Serving](https://www.tensorflow.org/tfx/guide/serving), but in Rust. I came across [Orkon](https://github.com/vertexclique/orkhon) which seems to be dormant and a bunch of examples off of the [Awesome-Rust-MachineLearning](https://github.com/vaaaaanquish/Awesome-Rust-MachineLearning)
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Any role that Rust could have in the Data world (Big Data, Data Science, Machine learning, etc.)?
There's also https://github.com/vaaaaanquish/Awesome-Rust-MachineLearning
- I wanted to share my experience of Rust as a deep learning researcher
-
Awesome Rewrite It In Rust - A curated list of replacements for existing software written in Rust
I saw Awesome-Rust-MachineLearning. It have something replacements from Python.
Apache Arrow
Posts with mentions or reviews of Apache Arrow.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2025-03-15.
- New Parquet writer allows easy insert/delete/edit
-
Show HN: Aiopandas – Async .apply() and .map() for Pandas, Faster API/LLMs Calls
https://github.com/apache/arrow/blob/main/python/pyarrow/tes...
pyarrow/src/arrow/python/async.h:
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Adding concurrent read/write to DuckDB with Arrow Flight
@1egg0myegg0 that's great to hear. I'll check to see if it applies to Arrow.
Another performance issue with DuckDB/Arrow integration that we've been working to solve is that Arrow lacked a canonical way to pass statistics along with a stream of data. So for example if you're reading Parquet files and passing them to DuckDB, you would lose the ability to pass the Parquet column statistics to DuckDB for things like join order optimization. We recently added an API to Arrow to enable passing statistics, and the DuckDB devs are working to implement this. Discussion at https://github.com/apache/arrow/issues/38837.
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Unlocking DuckDB from Anywhere - A Guide to Remote Access with Apache Arrow and Flight RPC (gRPC)
Apache Arrow : It contains a set of technologies that enable big data systems to process and move data fast
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Using Polars in Rust for high-performance data analysis
One of the main selling points of Polars over similar solutions such as Pandas is performance. Polars is written in highly optimized Rust and uses the Apache Arrow container format.
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Kotlin DataFrame ❤️ Arrow
Kotlin DataFrame v0.14 comes with improvements for reading Apache Arrow format, especially loading a DataFrame from any ArrowReader. This improvement can be used to easily load results from analytical databases (such as DuckDB, ClickHouse) directly into Kotlin DataFrame.
- Random access string compression with FSST and Rust
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Declarative Multi-Engine Data Stack with Ibis
Apache Arrow
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Shades of Open Source - Understanding The Many Meanings of "Open"
It's this kind of certainty that underscores the vital role of the Apache Software Foundation (ASF). Many first encounter Apache through its pioneering project, the open-source web server framework that remains ubiquitous in web operations today. The ASF was initially created to hold the intellectual property and assets of the Apache project, and it has since evolved into a cornerstone for open-source projects worldwide. The ASF enforces strict standards for diverse contributions, independence, and activity in its projects, ensuring they can withstand the test of time as standards in software development. Many open-source projects strive to become Apache projects to gain the community credibility necessary for adoption as standard software building blocks, such as Apache Tomcat for Java web applications, Apache Arrow for in-memory data representation, and Apache Parquet for data file formatting, among others.
- The Simdjson Library
What are some alternatives?
When comparing Awesome-Rust-MachineLearning and Apache Arrow you can also consider the following projects:
linfa - A Rust machine learning framework.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
are-we-learning-yet - How ready is Rust for Machine Learning?
FlatBuffers - FlatBuffers: Memory Efficient Serialization Library
neuronika - Tensors and dynamic neural networks in pure Rust.
Redis - For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.
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