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Awesome Python

The definitive list that answers "I want to do X in Python, which tool should I use?"

vinta/awesome-python #awesome #awesome-list #python #python-frameworks #python-libraries #python-tools
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List stars
317,898
README repos
485
Indexed repos
536
List commits
2,465
Forks
28,629
Open issues
18

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Latest scan 2026-09-03 10:49

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9 repos matching these filters.

Package manager: maven
Latest repo push 2026-09-04

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ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

AI dev
Stack
Python Celery FastAPI pytest React Maven npm PEP 517
GitHub topics
#data-science #deep-learning #deployment #distributed #hyperparameter-optimization #hyperparameter-search
Updated
2026-08-03
Lists
5 list mentions
First commit
2016-02-07
License
Apache-2.0
Issues
3,492 open
Sign in to like ray-project/ray
43,414
stars
Forks
7,873
Commits
31,230 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
dmlc/xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Stack
C++ CMake Maven PEP 517
GitHub topics
#distributed-systems #gbdt #gbm #gbrt #machine-learning #xgboost
Updated
2026-07-31
Lists
4 list mentions
First commit
2014-02-06
License
Apache-2.0
Issues
418 open
Sign in to like dmlc/xgboost
28,620
stars
Forks
8,876
Commits
7,922 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
lancedb/lancedb

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

AI dev
Stack
Rust Axum pytest Cargo Maven npm
GitHub topics
#approximate-nearest-neighbor-search #image-search #nearest-neighbor-search #recommender-system #search-engine #semantic-search
Updated
2026-08-02
Lists
3 list mentions
First commit
2023-03-18
License
Apache-2.0
Issues
630 open
Sign in to like lancedb/lancedb
11,058
stars
Forks
982
Commits
2,735 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
xberg-io/xberg

Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.

AI dev
Stack
Rust Android Astro Axum pytest Bundler Cargo Composer
GitHub topics
#bun #csharp #document-intelligence #elixir #ffi #golang
Updated
2026-09-03
Lists
2 list mentions
First commit
2025-01-31
License
MIT
Issues
5 open
Sign in to like xberg-io/xberg
9,264
stars
Forks
579
Commits
9,192 commits
Star growth, last 7 days
+31 +0.3%
Commit velocity, last 7 days
+219 +2.4%
Website GitHub
catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Stack
C++ Cargo CMake Conan
GitHub topics
#big-data #catboost #categorical-features #coreml #cuda #data-mining
Updated
2026-08-01
Lists
4 list mentions
First commit
2017-07-18
License
Apache-2.0
Issues
717 open
Sign in to like catboost/catboost
9,051
stars
Forks
1,315
Commits
50,629 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
kreuzberg-dev/kreuzberg

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.

Stack
Rust Android Axum pytest Shelf Bundler Cargo Composer
GitHub topics
#bun #csharp #document-intelligence #elixir #ffi #golang
Updated
2026-06-23
Lists
2 list mentions
First commit
2025-01-31
License
NOASSERTION
Issues
13 open
Sign in to like kreuzberg-dev/kreuzberg
8,536
stars
Forks
502
Commits
6,280 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
yfedoseev/pdf_oxide

The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs. MIT/Apache-2.0.

AI dev
Stack
Rust pytest Bundler Cargo CMake
GitHub topics
#data-extraction #document-processing #fast #image-extraction #llm #markdown
Updated
2026-08-24
Lists
2 list mentions
First commit
2025-11-05
License
Apache-2.0
Issues
103 open
Sign in to like yfedoseev/pdf_oxide
967
stars
Forks
120
Commits
1,686 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub