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lukasmasuch/best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Updated
2026-08-13
Lists
2 list mentions
First commit
2020-11-29
History
6 history points
License
CC-BY-SA-4.0
Issues
54 open
Forks
3,143
Commits
628 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
n0shake/Public-APIs

📚 A public list of APIs from round the web.

Updated
2026-05-03
Lists
0 list mentions
First commit
2016-01-13
History
35 history points
License
Unknown
Issues
122 open
Forks
2,017
Commits
756 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
sinaptik-ai/pandas-ai

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

Updated
2025-10-28
Lists
1 list mention
First commit
2023-04-22
History
42 history points
License
NOASSERTION
Issues
21 open
Forks
2,337
Commits
1,416 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
TencentCloud/TencentDB-Agent-Memory

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

Updated
2026-08-15
Lists
3 list mentions
First commit
2026-04-09
History
72 history points
License
NOASSERTION
Issues
680 open
Forks
2,186
Commits
17 commits
Star growth, last 7 days
+1,676 +7.6%
Commit velocity, last 7 days
0 0.0%
jquense/yup

Dead simple Object schema validation

Updated
2026-07-31
Lists
1 list mention
First commit
2014-09-22
History
6 history points
License
MIT
Issues
249 open
Forks
945
Commits
805 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
PrefectHQ/prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

AI dev
Updated
2026-08-21
Lists
3 list mentions
First commit
2021-07-12
History
84 history points
License
Apache-2.0
Issues
853 open
Forks
2,473
Commits
21,965 commits
Star growth, last 7 days
+21 +0.1%
Commit velocity, last 7 days
+39 +0.2%
Tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Updated
2026-07-31
Lists
1 list mention
First commit
2017-06-30
History
6 history points
License
NOASSERTION
Issues
1,215 open
Forks
4,475
Commits
3,870 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
SuperClaude-Org/SuperClaude_Framework

A configuration framework that enhances Claude Code with specialized commands, cognitive personas, and development methodologies.

AI dev
Updated
2026-07-22
Lists
1 list mention
First commit
2025-07-14
History
6 history points
License
MIT
Issues
71 open
Forks
1,986
Commits
346 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
promptfoo/promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

AI dev
Updated
2026-07-24
Lists
7 list mentions
First commit
2023-03-31
History
9 history points
License
MIT
Issues
456 open
Forks
2,119
Commits
9,264 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
krayin/laravel-crm

Free & Opensource Laravel CRM solution for SMEs and Enterprises for complete customer lifecycle management.

AI dev
Updated
2026-07-30
Lists
1 list mention
First commit
2021-03-25
History
6 history points
License
MIT
Issues
133 open
Forks
1,547
Commits
4,272 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
facebookresearch/audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

Updated
2026-03-03
Lists
2 list mentions
First commit
2023-06-09
History
7 history points
License
MIT
Issues
394 open
Forks
2,670
Commits
253 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
node-red/node-red

Low-code programming for event-driven applications

Updated
2026-08-01
Lists
2 list mentions
First commit
2013-09-05
History
7 history points
License
Apache-2.0
Issues
318 open
Forks
3,875
Commits
10,776 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
StreisandEffect/streisand

Streisand sets up a new server running your choice of WireGuard, OpenConnect, OpenSSH, OpenVPN, Shadowsocks, sslh, Stunnel, or a Tor bridge. It also generates custom instructions for all of these services. At the end of the run you are given an HTML file with instructions that can be shared with friends, family members, and fellow activists.

Archived
Updated
2021-05-04
Lists
2 list mentions
First commit
2014-03-23
History
3 history points
License
NOASSERTION
Issues
237 open
Forks
1,954
Commits
1,424 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
osquery/osquery

SQL powered operating system instrumentation, monitoring, and analytics.

AI dev
Updated
2026-07-28
Lists
1 list mention
First commit
2014-07-31
History
3 history points
License
NOASSERTION
Issues
618 open
Forks
2,584
Commits
6,738 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
timescale/timescaledb

A time-series database for high-performance real-time analytics packaged as a Postgres extension

Updated
2026-08-20
Lists
1 list mention
First commit
2016-10-19
History
83 history points
License
NOASSERTION
Issues
394 open
Forks
1,140
Commits
7,014 commits
Star growth, last 7 days
+62 +0.3%
Commit velocity, last 7 days
+10 +0.1%
slimtoolkit/slim

Slim(toolkit): Don't change anything in your container image and minify it by up to 30x (and for compiled languages even more) making it secure too! (free and open source)

Updated
2026-08-02
Lists
1 list mention
First commit
2015-09-09
History
5 history points
License
Apache-2.0
Issues
210 open
Forks
836
Commits
1,139 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
readest/readest

Readest is a modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface to elevate your reading experience.

AI dev
Updated
2026-08-11
Lists
3 list mentions
First commit
2024-09-24
History
12 history points
License
AGPL-3.0
Issues
110 open
Forks
1,466
Commits
2,837 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
beekeeper-studio/beekeeper-studio

Modern and easy to use SQL client for MySQL, Postgres, SQLite, SQL Server, and more. Linux, MacOS, and Windows.

AI dev
Updated
2026-08-05
Lists
4 list mentions
First commit
2015-10-26
History
12 history points
License
NOASSERTION
Issues
1,126 open
Forks
1,590
Commits
9,894 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
coleam00/Archon

The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable.

AI dev
Updated
2026-08-21
Lists
2 list mentions
First commit
2025-11-09
History
80 history points
License
MIT
Issues
256 open
Forks
3,464
Commits
1,766 commits
Star growth, last 7 days
+13 +0.1%
Commit velocity, last 7 days
0 0.0%
bilibili/flv.js

HTML5 FLV Player

Stack
Updated
2024-07-07
Lists
1 list mention
First commit
2016-02-03
History
6 history points
License
Apache-2.0
Issues
449 open
Forks
3,342
Commits
431 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
alirezarezvani/claude-skills

345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.

AI dev
Updated
2026-07-17
Lists
4 list mentions
First commit
2025-10-19
History
7 history points
License
MIT
Issues
8 open
Forks
3,174
Commits
1,286 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history