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. Learn more →
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.
-
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.
-
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.
-
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.
-
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.
-
Home Assistant
:house_with_garden: Open source home automation that puts local control and privacy first.
-
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
-
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.
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
✅ donnemartin/system-design-primer: https://github.com/donnemartin/system-design-primer
Python: https://github.com/vinta/awesome-python
Project mention: TensorFlow-metal on Apple Mac is junk for training | news.ycombinator.com | 2024-01-16
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.
View on GitHub
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
Project mention: Maxtext: A simple, performant and scalable Jax LLM | news.ycombinator.com | 2024-04-23Is 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
Project mention: 30-seconds-of-code: Short code snippets for all your development needs | news.ycombinator.com | 2023-12-25
Project mention: Control Linux based distros using hand gestures using OpenCV, GTK, Mediapipe | news.ycombinator.com | 2024-04-14Are 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
TensorFlow, developed by Google, and PyTorch, developed by Facebook, are two of the most popular frameworks for building and training complex machine learning models. TensorFlow is known for its flexibility and robust scalability, making it suitable for both research prototypes and production deployments. PyTorch is praised for its ease of use, simplicity, and dynamic computational graph that allows for more intuitive coding of complex AI models. Both frameworks support a wide range of AI models, from simple linear regression to complex deep neural networks.
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
That’s when I found FastAPI.
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...
Project mention: Do not buy a Hisense TV (or at least keep them offline) | news.ycombinator.com | 2024-04-20Apparently 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...
- https://github.com/microsoft/ML-For-Beginners
Also check out this list Pitt puts out every year:
Project mention: Ask HN: High quality Python scripts or small libraries to learn from | news.ycombinator.com | 2024-04-19I'd suggest Flask or some of the smaller projects in the Pallets ecosystem:
https://github.com/pallets/flask
Project mention: Grant Kubernetes Pods Access to AWS Services Using OpenID Connect | dev.to | 2024-04-22Ansible v2.16
As a beginner, I was looking for something simple and flexible for developing deep learning models and that is when I found Keras. Many AI/ML professionals appreciate Keras for its simplicity and efficiency in prototyping and developing deep learning models, making it a preferred choice, especially for beginners and for projects requiring rapid development.
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
Project mention: AutoCodeRover resolves 22% of real-world GitHub in SWE-bench lite | news.ycombinator.com | 2024-04-09Thank 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).
Python related posts
- The Nimble File Format by Meta
- Embracing Component-Based Templates with JinjaX
- Turbocharge your Lambda Functions with AWS Lambda Powertools for Python
- Progress Quest: the original idle game
- How to Estimate Depth from a Single Image
- Leaving Substack
- Tribler: An attack-resilient micro-economy for media
-
A note from our sponsor - InfluxDB
www.influxdata.com | 26 Apr 2024
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 | 161,096 |
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 | 68,508 |
17 | ML-For-Beginners | 66,908 |
18 | Flask | 66,350 |
19 | devops-exercises | 63,339 |
20 | Ansible | 61,137 |
21 | Keras | 60,937 |
22 | superset | 58,737 |
23 | scikit-learn | 58,046 |
Sponsored