Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
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Rich is a Python library for rich text and beautiful formatting in the terminal.
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
:zap: A Fast, Extensible Progress Bar for Python and CLI
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Deduplicating archiver with compression and authenticated encryption.
a small, expressive orm -- supports postgresql, mysql, sqlite, now with asyncio
A very fast and expressive template engine.
Statsmodels: statistical modeling and econometrics in Python
:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication. 🔁 Mirror of https://codeberg.org/allauth/django-allauth/
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
Impress your boss and turn a Jupyter notebook into a beautiful, shareable web app — no callbacks, no frontend, no rewrite.
Version controlled file system
Python library for creating PEG parsers
An implementation of chunked, compressed, N-dimensional arrays for Python.
Genetic Programming in Python, with a scikit-learn inspired API
Waitress - A WSGI server for Python 3
Self hosted file converter and compression tool for images, video, audio, json, excel and more. Supports over 3,000 conversions!
Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable.
Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.
Building a Better Democracy for the Internet Age