Deep Learning

Open-source projects categorized as Deep Learning

Top 23 Deep Learning Open-Source Projects

Deep Learning
  1. tensorflow

    An Open Source Machine Learning Framework for Everyone

    Project mention: None of the top 10 projects in GitHub is actually a software project ๐Ÿคฏ | 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).

  2. InfluxDB

    InfluxDB โ€“ Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. stable-diffusion-webui

    Stable Diffusion web UI

    Project mention: Enhancing Creativity: A Web Interface for Stable Diffusion | dev.to | 2025-03-21

    For those interested in this innovative tool, accessing the GitHub repository at https://github.com/AUTOMATIC1111/stable-diffusion-webui provides further details and instructions on how to utilize its features effectively. Embrace the future of creativity and unlock new possibilities with this enhanced web interface for Stable Diffusion.

  4. transformers

    ๐Ÿค— Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Project mention: I have reimplemented Stable Diffusion 3.5 from scratch in pure PyTorch | news.ycombinator.com | 2025-06-14

    Reference implementations are unmaintained and buggy.

    For example https://github.com/huggingface/transformers/issues/27961 OpenAI's tokenizer for CLIP is buggy, it's a reference implementation, it isn't the one they used for training, and the problems with it go unsolved and get copied endlessly by other projects.

    What about Flux? They don't say it was used for training, it wasn't, there are bugs with it that break cudagraphs or similar that aren't that impactful. On the other hand, it uses CLIP, and CLIP is buggy, so this is buggy...

  5. Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Project mention: Beware of Fast-Math | news.ycombinator.com | 2025-05-31

    This problem is happening even on Apple MPS with PyTorch in deep learning, where fast math is used by default in many operations, leading to a garbage output. I hit it recently while training an autoregressive image generation model. Here is a discussion by folks that hit it as well:

    https://github.com/pytorch/pytorch/issues/84936

  6. OpenCV

    Open Source Computer Vision Library

    Project mention: How to Fix Go Project Build Error with gocv on Android? | dev.to | 2025-05-12

    git clone https://github.com/opencv/opencv.git cd opencv git checkout 4.x

  7. cs-video-courses

    List of Computer Science courses with video lectures.

  8. Keras

    Deep Learning for humans

    Project mention: Top Programming Languages for AI Development in 2025 | dev.to | 2025-04-29

    The unchallenged leader in AI development is still Python. and Keras, and robust community support.

  9. SaaSHub

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

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  10. nn

    ๐Ÿง‘โ€๐Ÿซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

  11. Prompt-Engineering-Guide

    ๐Ÿ™ Guides, papers, lecture, notebooks and resources for prompt engineering

    Project mention: ๐Ÿ”ฅ Hidden Gems on GitHub That Every Developer (IT/Non-IT) Needs toย Explore | dev.to | 2025-05-30

    ๐Ÿ“ท 16. Awesome-Prompt-Engineering ๐Ÿ“ https://github.com/dair-ai/Prompt-Engineering-Guide  ๐Ÿง  Master prompt crafting for ChatGPT, Claude, etc.  โœ… Best For: AI creators, marketers, content writers

  12. ragflow

    RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

    Project mention: 7 AI Open Source Libraries To Build RAG, Agents & AI Search | dev.to | 2024-11-14

    โญ๏ธ RAG Flow on GitHub

  13. Real-Time-Voice-Cloning

    Clone a voice in 5 seconds to generate arbitrary speech in real-time

    Project mention: Open source TTS by Resemble (claiming they are sota) | news.ycombinator.com | 2025-06-11

    It's not on the same level in terms of emotion, but I believe the research https://github.com/CorentinJ/Real-Time-Voice-Cloning was based on is mostly oriented around Chinese first (and then English). It seems to work well enough if you and the voice you're cloning speak the same language though I haven't tested it much.

  14. yolov5

    YOLOv5 ๐Ÿš€ in PyTorch > ONNX > CoreML > TFLite

    Project mention: Introduรงรฃo a Visรฃo Computacional - Parte 2: Detecรงรฃo de Objetos com YOLO 11 | dev.to | 2025-06-08
  15. faceswap

    Deepfakes Software For All

  16. 100-Days-Of-ML-Code

    100 Days of ML Coding

    Project mention: Learn Machine Learning with these GitHub repositories | news.ycombinator.com | 2025-01-15

    2โƒฃ [100 Days of ML Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) by Avik Jain

  17. TensorFlow-Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

    Project mention: Top Github repositories for 10+ programming languages | dev.to | 2024-07-16

    Tensorflow examples

  18. ultralytics

    Ultralytics YOLO11 ๐Ÿš€

    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

  19. ColossalAI

    Making large AI models cheaper, faster and more accessible

  20. TTS

    ๐Ÿธ๐Ÿ’ฌ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

    Project mention: Real-time Voice Chat at ~500ms Latency | news.ycombinator.com | 2025-05-05

    That is probably the reason you can't find that much.

    *https://coqui.ai/

  21. streamlit

    Streamlit โ€” A faster way to build and share data apps.

    Project mention: Predictive Maintenance Systems for Cleaning Robots: Boosting Efficiency Through Smart Tech | dev.to | 2025-06-05

    Use Streamlit to visualize and test predictions interactively:

  22. Deep-Learning-Papers-Reading-Roadmap

    Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

  23. Made-With-ML

    Learn how to design, develop, deploy and iterate on production-grade ML applications.

  24. DeepSpeed

    DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

    Project mention: All Data and AI Weekly #193 - June 9, 2025 | dev.to | 2025-06-09
  25. gradio

    Build and share delightful machine learning apps, all in Python. ๐ŸŒŸ Star to support our work!

    Project mention: RAG na prรกtica: transformando PDFs em respostas inteligentes com LLMs | dev.to | 2025-06-13

    https://www.gradio.app

  26. 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).

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Index

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

# Project Stars
1 tensorflow 190,341
2 stable-diffusion-webui 153,364
3 transformers 145,543
4 Pytorch 90,682
5 OpenCV 82,594
6 cs-video-courses 69,017
7 Keras 63,104
8 nn 60,978
9 Prompt-Engineering-Guide 58,077
10 ragflow 54,681
11 Real-Time-Voice-Cloning 54,463
12 yolov5 54,183
13 faceswap 54,085
14 100-Days-Of-ML-Code 46,759
15 TensorFlow-Examples 43,659
16 ultralytics 41,812
17 ColossalAI 40,945
18 TTS 40,661
19 streamlit 39,903
20 Deep-Learning-Papers-Reading-Roadmap 39,024
21 Made-With-ML 38,894
22 DeepSpeed 38,867
23 gradio 38,542

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