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Top 23 Python Deep Learning Projects
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Project mention: None of the top 10 projects in GitHub is actually a software project ๐คฏ | dev.to | 2025-05-10
We see an addition to the AI community with AutoGPT. Along with Tensorflow they represent the AI community in the software category, which is getting relevant (2 out of 8). We can expect in the future to have new AI projects in the top 25 such as Transformers or Ollama (currently top 34 and 36, respectively).
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I tried to do something similar with 'first-class' dimension objects in PyTorch https://github.com/pytorch/pytorch/blob/main/functorch/dim/R... .
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The unchallenged leader in AI development is still Python. and Keras, and robust community support.
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nn
๐งโ๐ซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
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Project mention: ChatGPT unexpectedly began speaking in a user's cloned voice during testing | news.ycombinator.com | 2024-08-11
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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Project mention: Linkwarden: FOSS self-hostable bookmarking with AI-tagging and page archival | news.ycombinator.com | 2025-05-01
for PDFs I thought about using https://github.com/phiresky/ripgrep-all or pdfgrep https://pdfgrep.org/
For images, what do you want to grep for? for exif data -> https://exiftool.org/ if you want to find image based content, you might need something smarter. I think maybe it is a place where tools such as https://github.com/ultralytics/yolov5 can shine for me. simple enough to work with most of my images and tag them according to some preferences, and I would save such tags in a txt file.
Anyway, all metadata I store about images, links etc are all persisted in txt files. summaries, tags, etc, incoming/outgoing links etc, each has its own file. There are folders per link/content. Under each folder, one file per type of metadata. So it is very easy to know if some metadata is missing for a file, no index needed, it is just as simple as checking the presence of a file.
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Project mention: Show HN: Using YOLO to Detect Office Chairs in 40M Hotel Photos | news.ycombinator.com | 2025-01-25
They did it on their own computer. https://github.com/ultralytics/ultralytics
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That is probably the reason you can't find that much.
*https://coqui.ai/
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The only thing left to do then was to build something that could showcase the power of code ingestion within a vector database, and it immediately clicked in my mind: "Why don't I ingest my entire codebase of solved Go exercises from Exercism?" That's how I created Code-RAGent, your friendly coding assistant based on your personal codebases and grounded in web search. It is built on top of GPT-4.1, powered by OpenAI, LinkUp, LlamaIndex, Qdrant, FastAPI and Streamlit. The building of this project was aimed at providing a reproducible and adaptable agent, that people can therefore customize based on their needs, and it was composed of three phases:
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Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Project mention: DeepSpeed-Domino: Communication-Free LLM Training Engine | news.ycombinator.com | 2024-11-26 -
gradio
Build and share delightful machine learning apps, all in Python. ๐ Star to support our work!
Project mention: How To Run OpenAI Agents SDK Locally With 100+ LLMs and Custom Tracing | dev.to | 2025-05-07Streamlit and Gradio: Interact with OpenAI agents via an AI chat UI.
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Ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
I'm guessing this comment is some kind of "if you know, you know." Likely starting from https://docs.ray.io/en/latest/cluster/vms/user-guides/launch... and then trawling through one of these I guess https://github.com/ray-project/ray/issues?q=is%3Aissue+prem+...
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Project mention: Deep Live Cam: Real-Time Face Swapping and One-Click Video Deepfake Tool | news.ycombinator.com | 2024-08-10
Interesting... This project is built upon "GFPGAN v1.4" (https://github.com/TencentARC/GFPGAN) and "FaceSwap Extension - Automatic 1111 - Proof of Concept" (https://github.com/revolverocelot1/-webui-faceswap-unlocked). The GFPGAN project is grounded on its own in the paper "GFP-GAN: Towards Real-World Blind Face Restoration with Generative Facial Prior" by Wang et al.
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MockingBird
๐AIๆๅฃฐ: 5็งๅ ๅ ้ๆจ็ๅฃฐ้ณๅนถ็ๆไปปๆ่ฏญ้ณๅ ๅฎน Clone a voice in 5 seconds to generate arbitrary speech in real-time
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# Clone the Alpaca LLM repository git clone https://github.com/tatsu-lab/stanford_alpaca.git cd stanford_alpaca
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pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
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diffusers
๐ค Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
I'm not a fan of Python, but it is the languange of choice for most Machine Learning code. I'm currently working on a NodeJS based project where I need to call the HuggingFace Diffusers python module. So I came up with an IPC wrapper around the the Python script.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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 Deep Learning discussion
Python Deep Learning related posts
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None of the top 10 projects in GitHub is actually a software project ๐คฏ
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A machine learning library
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TensorFlow implementation for optimizers
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Will Supercapacitors Come to AI's Rescue?
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์๋์ด ๋ฐ์ดํฐ ๊ณผํ์๋ฅผ ์ํ ์์ฑํ AI ์ธํฐ๋ทฐ ํต์ฌ 50๋ฌธ 50๋ต
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๐ก TinyLlama Meets LoRA: A Lightweight Approach to Emotion Classification
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A Survey of AI Agent Protocols
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A note from our sponsor - InfluxDB
www.influxdata.com | 22 May 2025
Index
What are some of the best open-source Deep Learning projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | stable-diffusion-webui | 152,625 |
| 2 | transformers | 144,375 |
| 3 | Pytorch | 90,111 |
| 4 | Keras | 62,989 |
| 5 | nn | 60,721 |
| 6 | Real-Time-Voice-Cloning | 54,250 |
| 7 | faceswap | 53,950 |
| 8 | yolov5 | 53,827 |
| 9 | ultralytics | 41,039 |
| 10 | ColossalAI | 40,884 |
| 11 | TTS | 40,169 |
| 12 | streamlit | 39,392 |
| 13 | Deep-Learning-Papers-Reading-Roadmap | 38,796 |
| 14 | DeepSpeed | 38,430 |
| 15 | gradio | 38,168 |
| 16 | Ray | 37,068 |
| 17 | GFPGAN | 36,723 |
| 18 | MockingBird | 36,270 |
| 19 | spaCy | 31,576 |
| 20 | pytorch-tutorial | 31,241 |
| 21 | stanford_alpaca | 30,001 |
| 22 | pytorch-lightning | 29,505 |
| 23 | diffusers | 29,010 |
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