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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: Top 10 GitHub Repositories for Python and Java Developers | dev.to | 2024-05-03

    8. Vinta/Awesome-python - This repository is a curated list of top Python frameworks, libraries, and tools for a variety of purposes. It's a must-visit for any developer looking to expand their Python skills and discover new resources. https://github.com/vinta/awesome-python

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  • tensorflow

    An Open Source Machine Learning Framework for Everyone

    • Project mention: Side Quest Devblog #1: These Fakes are getting Deep | dev.to | 2024-04-29

    # L2-normalize the encoding tensors image_encoding = tf.math.l2_normalize(image_encoding, axis=1) audio_encoding = tf.math.l2_normalize(audio_encoding, axis=1) # Find euclidean distance between image_encoding and audio_encoding # Essentially trying to detect if the face is saying the audio # Will return nan without the 1e-12 offset due to https://github.com/tensorflow/tensorflow/issues/12071 d = tf.norm((image_encoding - audio_encoding) + 1e-12, ord='euclidean', axis=1, keepdims=True) discriminator = keras.Model(inputs=[image_input, audio_input], outputs=[d], name="discriminator")

  • TheAlgorithms

    All Algorithms implemented in Python

    • Project mention: Top 10 GitHub Repositories for Python and Java Developers | dev.to | 2024-05-03

    3. TheAlgorithms/Python - For those interested in algorithms and data structures, this repository offers Python implementations for a wide range of algorithms. It's a great way to deepen understanding of algorithmic learning with Python. https://github.com/TheAlgorithms/Python

  • project-based-learning

    Curated list of project-based tutorials

    • Project mention: Top 10 GitHub Repositories for Python and Java Developers | dev.to | 2024-05-03

    9. Practical-tutorials/project-based-learning - This repository provides links to project-based tutorials for various programming languages, with a focus on Python. It's a great way to gain practical experience and build your developer portfolio. https://github.com/practical-tutorials/project-based-learning

  • 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

  • SaaSHub

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

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  • transformers

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

    • Project mention: XLSTM: Extended Long Short-Term Memory | news.ycombinator.com | 2024-05-08

    Fascinating work, very promising.

    Can you summarise how the model in your paper differs from this one ?

    https://github.com/huggingface/transformers/issues/27011

  • 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: Clasificador de imágenes con una red neuronal convolucional (CNN) | dev.to | 2024-05-01

    PyTorch (https://pytorch.org/)

  • 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: Github Sponsor Sebastián Ramírez Python programmer | dev.to | 2024-05-05

    He is probably most well know for creating FastAPI that I taught to some of my clients and Typer that I've never used.

  • 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: How to Build a Logistic Regression Model: A Spam-filter Tutorial | dev.to | 2024-05-05

    Online Courses: Coursera: "Machine Learning" by Andrew Ng edX: "Introduction to Machine Learning" by MIT Tutorials: Scikit-learn documentation: https://scikit-learn.org/ Kaggle Learn: https://www.kaggle.com/learn Books: "Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow" by Aurélien Géron "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani, and Jerome Friedman By understanding the core concepts of logistic regression, its limitations, and exploring further resources, you'll be well-equipped to navigate the exciting world of machine learning!

  • 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 255,886
2 awesome-python 205,996
3 tensorflow 182,575
4 TheAlgorithms 179,812
5 project-based-learning 170,428
6 AutoGPT 161,617
7 stable-diffusion-webui 130,470
8 transformers 125,369
9 30-seconds-of-code 119,340
10 HelloGitHub 85,171
11 thefuck 82,883
12 Pytorch 78,205
13 Django 76,886
14 fastapi 71,223
15 yt-dlp 71,097
16 Home Assistant 68,767
17 ML-For-Beginners 67,033
18 Flask 66,417
19 devops-exercises 63,708
20 Ansible 61,210
21 Keras 60,972
22 superset 58,956
23 scikit-learn 58,200

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