| package | function | demo |
|---|---|---|
| pykka | Pykka is a Python implementation of the actor model, which makes it easier to build concurrent applications https://www.pykka.org | -- |
| Delegator.py | Subprocesses for Humans 2.0. | -- |
| package | function | demo |
|---|---|---|
| stackprinter | Debugging-friendly tracebacks for Python |  |
| PySnooper | Never use print for debugging again | -- |
| better-exceptions | Pretty and more helpful exceptions |  |
| py-heat | using heamap as profiler | |
| pyheatmagic | py-heat in jupyter notebook | |
| revivalkit | continue from last CTRL-C or exception |
 |
| memory-profiler | monitoring memory consumption of a process line by line | -- |
| livepython | trace python code in real-time | |
| rebound | fetch StackOverFlow when the code compile error |  |
| package | function | demo |
|---|---|---|
| more-itertools | More routines for operating on iterables, beyond itertools | -- |
| tqdm | progress bar |  |
| schedule | human readable crontab in python | -- |
| python-fire | auto generate CLI-interface | -- |
| package | function | demo |
|---|---|---|
| black | The uncompromising Python code formatter | -- |
| pyright | Static type checker for Python (Microsoft) | -- |
| MonkeyType | A system for Python that generates static type annotations by collecting runtime types | -- |
| package | function | demo |
|---|---|---|
| rich | Rich is a Python library for rich text and beautiful formatting in the terminal. https://www.willmcgugan.com/tag/rich/ |  |
| loguru | Python logging made (stupidly) simple |  |
| logme | colorful logging | |
| coloredlogs | Colored stream handler for Python's logging module |
| package | function | demo |
|---|---|---|
| maildown | A super simple CLI for sending emails https://www.maildown.app/ | -- |
| requests-async | async-await support for requests |
-- |
| perfplot | Performance plots for Python code | |
| fake-useragent | generate the useragent | -- |
| browsercookie | load your browser cookies | -- |
Welcome to fork this project and send me a PR. If you want to share some new category, please follow the same template in below.
| package | function | demo |
|---|---|---|
| NAME and the LINK to original page | short DESCRIPTION to explain the purpose | as possible as we can to find the gif or image to undestand how it works |
Developer invented tools to make the work better, what I want to do is simply record and share what I used to use. Give me a ⭐ if this collection helps you too. I'll be happy that this documentation is useful.