Awesome List Updates on Mar 20, 2026

9 awesome lists updated today.

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1. Free Programming Books (English, By Subjects)

Machine Learning

• Probabilistic Machine Learning: Advanced Topics - Kevin P. Murphy (PDF)

Security & Privacy / Mathematics For Computer Science

• SecOps Bit By Bit: Roadmap for First-Time CTOs and Startup Founders - Alex Yarotsky (PDF) (Leanpub account or valid email requested)

2. Awesome Polars

Polars plugins / Import / Export

• polars-mongo (⭐1) - Polars IO plugin that extends polars to read from mongodb collections via the LazyFrame apis by @AThomas314.

3. Awesome Python

AI and Agents

• Frameworks
  • autogen (⭐56k) - A programming framework for building agentic AI applications.
  • crewai (⭐47k) - A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
  • dspy (⭐33k) - A framework for programming, not prompting, language models.
  • instructor (⭐13k) - A library for extracting structured data from LLMs, powered by Pydantic.
  • langchain (⭐130k) - Building applications with LLMs through composability.
  • llama_index (⭐48k) - A data framework for your LLM application.
  • pydantic-ai (⭐15k) - A Python agent framework for building generative AI applications with structured schemas.

Machine Learning

• catboost (⭐8.8k) - A fast, scalable, high performance gradient boosting on decision trees library.

• lightgbm (⭐18k) - A fast, distributed, high performance gradient boosting framework.

CMS

• django-cms (⭐11k) - The easy-to-use and developer-friendly enterprise CMS powered by Django.

HTTP Clients

• aiohttp (⭐16k) - Asynchronous HTTP client/server framework for asyncio and Python.

Email

• mailer (⭐293) - High-performance extensible mail delivery framework.

• yagmail (⭐2.7k) - Yet another Gmail/SMTP client.

Database

• chromadb (⭐27k) - An open-source embedding database for building AI applications with embeddings and semantic search.

Serialization

• msgpack (⭐2.1k) - MessagePack serializer implementation for Python.

Data Analysis

• edgartools (⭐1.9k) - Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.

• openbb (⭐63k) - A financial data platform for analysts, quants and AI agents.

• yfinance (⭐22k) - Easy Pythonic way to download market and financial data from Yahoo Finance.

Data Visualization

• Dashboards and Apps
  • gradio (⭐42k) - Build and share machine learning apps, all in Python.
  • streamlit (⭐44k) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.

Code Analysis

• Code Analysis
  • code2flow (⭐4.5k) - Turn your Python and JavaScript code into DOT flowcharts.
  • prospector (⭐2.1k) - A tool to analyze Python code.
  • vulture (⭐4.4k) - A tool for finding and analyzing dead Python code.

• Code Linters
  • bandit (⭐7.9k) - A tool designed to find common security issues in Python code.
  • flake8 (⭐3.8k) - A wrapper around pycodestyle, pyflakes and McCabe.
    • awesome-flake8-extensions (⭐1.3k)
  • pylint (⭐5.7k) - A fully customizable source code analyzer.
  • ruff (⭐46k) - An extremely fast Python linter and code formatter.

Build Tools

• invoke (⭐4.7k) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.

Editor Plugins and IDEs

• python-mode (⭐5.5k) - An all in one plugin for turning Vim into a Python IDE.

• spyder (⭐9.2k) - Open Source Python IDE.

• YouCompleteMe (⭐26k) - Includes Jedi (⭐6.1k)-based completion engine for Python.

DevOps Tools

• SSH-style Deployment
  • fabric (⭐15k) - A simple, Pythonic tool for remote execution and deployment.

• Git Hooks
  • pre-commit (⭐15k) - A framework for managing and maintaining multi-language pre-commit hooks.

Distributed Computing

• Stream Processing
  • kafka-python (⭐5.9k) - The Python client for Apache Kafka.
  • streamparse (⭐1.5k) - Run Python code against real-time streams of data via Apache Storm.

Job Schedulers

• dagster (⭐15k) - An orchestration platform for the development, production, and observation of data assets.

Command-line Tools

• Productivity Tools
  • cookiecutter (⭐25k) - A command-line utility that creates projects from cookiecutters (project templates).
  • copier (⭐3.2k) - A library and command-line utility for rendering projects templates.
  • doitlive (⭐3.6k) - A tool for live presentations in the terminal.
  • fpp (⭐5.2k) - Select files out of bash output.
  • thefuck (⭐96k) - Correcting your previous console command.
  • tmuxp (⭐4.5k) - A tmux (⭐43k) session manager.
  • xonsh (⭐9.2k) - A Python-powered shell. Full-featured and cross-platform.
  • youtube-dl (⭐140k) - A command-line program to download videos from YouTube and other video sites.

Package Management

• mamba (⭐8k) - A reimplementation of the conda package manager in C++.

• pipx (⭐13k) - Install and Run Python Applications in Isolated Environments. Like npx in Node.js.

4. Awesome Windows

Productivity

• Kyrios - Minimal Windows To-Do-List app right in your Taskbar.

5. Awesome Vehicle Security

Miscellaneous / Episodes

• Rinho Telematics - GPS trackers with native CAN Bus (J1939/FMS), WiFi fallback for offline data download, and BLE 5.0 sensors. Compatible with Traccar and Wialon.

• PiCCANTE (⭐67) - Open-source CAN hacking tool based on Raspberry Pi Pico [2] (W) - Up to 3x CAN interfaces, includes ELM327 emulator.

6. Awesome Go

Messaging

• broker (⭐7) - Production-grade messaging abstraction with a unified API for various brokers and built-in OpenTelemetry integration.

7. Awesome Webaudio

Packages / Utilities

• Web Audio Studio - A real-time visualizer for Web Audio API graphs generated from code.

Packages / Apps

• online decibel meter – Free online sound meter to measure environmental noise levels in decibels (dB). Real-time sound level meter for detecting quiet, noisy, or harmful sound levels.

8. Awesome Zsh Plugins

xc-manager

• Command Vaulting: Save any command directly from your history into thematic vaults (e.g., work, sysadmin, media).

• FZF TUI: Search and execute vaulted commands instantly using a robust, TTY-safe fzf interface.

• Alias Promotion: Promote frequently used vaulted commands to permanent system aliases without manually editing configuration files.

• Global Search: Query across all vault files simultaneously to find that one specific flag or complex pipe string.

Plugins / superconsole - Windows-only

• diskguard (⭐0) - Intelligent disk space monitoring for write operations in ZSH.

• zsh-make-completion (⭐0) - Correct make tab completion for zsh. Uses make -qp to fully expand the makefile database, so targets generated via $(eval $(call ...)) are included. Results are cached per-directory and invalidated automatically when Makefiles change.

Themes / superconsole - Windows-only

• eyerelax (⭐0) - Minimalist theme with decorators for git status, venv/anaconda environment, execution time of last command and current directory.

9. Awesome Mac

Reading and Writing Tools / Ebooks

• Clearview - Tabbed style e-book reader for PDF, EPUB (DRM free), CHM, and MOBI.

Developer Tools / Frameworks For Hybrid Applications

• DMG Maker (⭐43) - DMG creation tool with polished visuals and CLI support.

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