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Open-source projects categorized as Python
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Top 23 Python Open-Source Projects

  • system-design-primer

    Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

    • Project mention: 10 GitHub repositories that every developer must follow | dev.to | 2024-02-21

    ✅ donnemartin/system-design-primer: https://github.com/donnemartin/system-design-primer

  • awesome-python

    An opinionated list of awesome Python frameworks, libraries, software and resources.

    • Project mention: How I do technology watch | dev.to | 2024-03-07

    Python: https://github.com/vinta/awesome-python

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • tensorflow

    An Open Source Machine Learning Framework for Everyone

    • Project mention: Google lays off its Python team | news.ycombinator.com | 2024-04-27

    [3]: https://github.com/tensorflow/tensorflow/graphs/contributors

  • TheAlgorithms

    All Algorithms implemented in Python

    • Project mention: Wikifunctions | news.ycombinator.com | 2023-12-06

    Is it me or does it not seem very well thought out? Every example I've seen only has implementations in JavaScript and/or Python. I haven't seen any other languages nor a way to search by language. What a "string" means in one language can be completely different in another language. The primitive data types that the project assumes are not really supported across all programming languages.

    Also if anyone hasn't already seen them, similar projects already exist and are more complete. E.g.

    * https://rosettacode.org/

    * https://programming-idioms.org/

    * https://the-algorithms.com/

    Not to mention LeetCode, CodeWars, Project Euler, Exercism can kinda serve the same role.

  • project-based-learning

    Curated list of project-based tutorials

    • Project mention: How to Become a Software Engineer ? | dev.to | 2024-04-23

    View on GitHub

  • AutoGPT

    AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

    • Project mention: Accessible AI for Everyone | news.ycombinator.com | 2024-01-08

  • stable-diffusion-webui

    Stable Diffusion web UI

    • Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27

    * LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.

    - https://diffusionbee.com/

    - https://github.com/comfyanonymous/ComfyUI

    - https://github.com/AUTOMATIC1111/stable-diffusion-webui

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • transformers

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    • Project mention: Maxtext: A simple, performant and scalable Jax LLM | news.ycombinator.com | 2024-04-23

    Is t5x an encoder/decoder architecture?

    Some more general options.

    The Flax ecosystem

    https://github.com/google/flax?tab=readme-ov-file

    or dm-haiku

    https://github.com/google-deepmind/dm-haiku

    were some of the best developed communities in the Jax AI field

    Perhaps the “trax” repo? https://github.com/google/trax

    Some HF examples https://github.com/huggingface/transformers/tree/main/exampl...

    Sadly it seems much of the work is proprietary these days, but one example could be Grok-1, if you customize the details. https://github.com/xai-org/grok-1/blob/main/run.py

  • 30-seconds-of-code

    Short code snippets for all your development needs

    • Project mention: 30-seconds-of-code: Short code snippets for all your development needs | news.ycombinator.com | 2023-12-25

  • HelloGitHub

    :octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

  • thefuck

    Magnificent app which corrects your previous console command.

    • Project mention: Control Linux based distros using hand gestures using OpenCV, GTK, Mediapipe | news.ycombinator.com | 2024-04-14

    Are you by chance interested in a command named after the four-letter word, which automatically fixes and reruns the last command: https://github.com/nvbn/thefuck

  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    • Project mention: Library for Machine learning and quantum computing | dev.to | 2024-04-27

    TensorFlow

  • Django

    The Web framework for perfectionists with deadlines.

    • Project mention: AutoCodeRover resolves 22% of real-world GitHub in SWE-bench lite | news.ycombinator.com | 2024-04-09

    >As an example, AutoCodeRover successfully fixed issue #32347 of Django.

    This bug was fixed three years ago in a one-line change.[0] Presumably the fix was already in the training data.

    [0] https://github.com/django/django/pull/13933

  • fastapi

    FastAPI framework, high performance, easy to learn, fast to code, ready for production

    • Project mention: Building an Email Assistant Application with Burr | dev.to | 2024-04-26

    In this tutorial, I will demonstrate how to use Burr, an open source framework (disclosure: I helped create it), using simple OpenAI client calls to GPT4, and FastAPI to create a custom email assistant agent. We’ll describe the challenge one faces and then how you can solve for them. For the application frontend we provide a reference implementation but won’t dive into details for it.

  • yt-dlp

    A feature-rich command-line audio/video downloader

    • Project mention: FFmpeg 7.0 Released | news.ycombinator.com | 2024-04-04

    You can put these options in a config file and they will become the default: https://github.com/yt-dlp/yt-dlp?tab=readme-ov-file#configur...

  • Home Assistant

    :house_with_garden: Open source home automation that puts local control and privacy first.

    • Project mention: Do not buy a Hisense TV (or at least keep them offline) | news.ycombinator.com | 2024-04-20

    Apparently the same issue has been reported with Philips TV [1] and Fritz!Box [2] as well.

    [1] https://github.com/home-assistant/core/issues/73643#issuecom...

    [2] https://forum.openwrt.org/t/minidlna-creates-new-media-serve...

  • ML-For-Beginners

    12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

    • Project mention: Good coding groups for black women? | news.ycombinator.com | 2024-01-13

    - https://github.com/microsoft/ML-For-Beginners

    Also check out this list Pitt puts out every year:

  • Flask

    The Python micro framework for building web applications.

    • Project mention: Ask HN: High quality Python scripts or small libraries to learn from | news.ycombinator.com | 2024-04-19

    I'd suggest Flask or some of the smaller projects in the Pallets ecosystem:

    https://github.com/pallets/flask

  • devops-exercises

    Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

    • Project mention: DevOps Exercises | news.ycombinator.com | 2023-08-07

  • Ansible

    Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.

    • Project mention: Ansible Basics: Your First HelloWorld Playbook 🚀 | dev.to | 2024-04-27

    Ansible is an open-source IT automation tool that simplifies application deployment, cloud provisioning, and configuration management across diverse environments. It uses a declarative language to describe the desired state of the system, and then takes the necessary actions to achieve that state. Ansible has become incredibly popular due to its simplicity, agentless architecture, and extensive community support. Document: ansible.com, ansible basics

  • Keras

    Deep Learning for humans

    • Project mention: Library for Machine learning and quantum computing | dev.to | 2024-04-27

    Keras

  • superset

    Apache Superset is a Data Visualization and Data Exploration Platform

    • Project mention: Apache Superset | news.ycombinator.com | 2024-02-26

    Superset is absolutely phenomenal. I really hope Microsoft eventually releases all of their customizations they made to it internally to the OS community someday.

    https://www.youtube.com/watch?v=RY0SSvSUkMA

    https://github.com/apache/superset/discussions/20094

  • scikit-learn

    scikit-learn: machine learning in Python

    • Project mention: AutoCodeRover resolves 22% of real-world GitHub in SWE-bench lite | news.ycombinator.com | 2024-04-09

    Thank you for your interest. There are some interesting examples in the SWE-bench-lite benchmark which are resolved by AutoCodeRover:

    - From sympy: https://github.com/sympy/sympy/issues/13643. AutoCodeRover's patch for it: https://github.com/nus-apr/auto-code-rover/blob/main/results...

    - Another one from scikit-learn: https://github.com/scikit-learn/scikit-learn/issues/13070. AutoCodeRover's patch (https://github.com/nus-apr/auto-code-rover/blob/main/results...) modified a few lines below (compared to the developer patch) and wrote a different comment.

    There are more examples in the results directory (https://github.com/nus-apr/auto-code-rover/tree/main/results).

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python related posts

Index

What are some of the best open-source Python projects? This list will help you:

Project Stars
1 system-design-primer 253,398
2 awesome-python 204,784
3 tensorflow 182,456
4 TheAlgorithms 179,554
5 project-based-learning 168,461
6 AutoGPT 161,405
7 stable-diffusion-webui 129,299
8 transformers 125,021
9 30-seconds-of-code 119,143
10 HelloGitHub 84,719
11 thefuck 82,804
12 Pytorch 77,783
13 Django 76,778
14 fastapi 70,779
15 yt-dlp 70,636
16 Home Assistant 68,666
17 ML-For-Beginners 66,908
18 Flask 66,350
19 devops-exercises 63,556
20 Ansible 61,137
21 Keras 60,937
22 superset 58,852
23 scikit-learn 58,130

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