Deep Learning

Open-source projects categorized as Deep Learning

Top 23 Deep Learning Open-Source Projects

  • tensorflow

    An Open Source Machine Learning Framework for Everyone

    Project mention: 🔥🚀 Top 10 Open-Source Must-Have Tools for Crafting Your Own Chatbot 🤖💬 | | 2023-11-06

    To get up to speed with TensorFlow, check their quickstart Support TensorFlow on GitHub ⭐

  • transformers

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

    Project mention: Mixtral-7b-8expert working in Oobabooga (unquantized multi-gpu) | /r/Oobabooga | 2023-12-08

    pip install git+

  • InfluxDB

    Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.

  • stable-diffusion-webui

    Stable Diffusion web UI

    Project mention: can't get it working with an AMD gpu | /r/StableDiffusion | 2023-12-10
  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Project mention: Apple releases MLX for Apple Silicon | /r/LocalLLaMA | 2023-12-08

    The design of MLX is inspired by frameworks like NumPy, PyTorch, Jax, and ArrayFire.

  • OpenCV

    Open Source Computer Vision Library

    Project mention: OpenCV calls for help | /r/computervision | 2023-12-07
  • cs-video-courses

    List of Computer Science courses with video lectures.

    Project mention: Need advice | /r/PAK | 2023-07-12

    course Computer science is very wast field the fundamental remains same, learn basic fundamentals, data structures, concepts of object oriented programming.

  • Keras

    Deep Learning for humans

    Project mention: Keras 3.0 | | 2023-11-28

    All breaking changes are listed here:

    You can use this migration guide to identify and fix each of these issues (and further, making your code run on JAX or PyTorch):

  • Onboard AI

    Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at

  • Real-Time-Voice-Cloning

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

    Project mention: Voice Cloning | /r/WebmasterValley | 2023-09-28
  • faceswap

    Deepfakes Software For All

    Project mention: A beginner guide into deepfakes | | 2023-06-01

    Head over to deepfakes/faceswap and install all the stuff that it asks you to do and then open the terminal with in faceswap env from anaconda.

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    Project mention: How would i go about having YOLO v5 return me a list from left to right of all detected objects in an image? | /r/computervision | 2023-11-13
  • TensorFlow-Examples

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

  • 100-Days-Of-ML-Code

    100 Days of ML Coding

  • nn

    🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

    Project mention: Can't remember name of website that has explanations side-by-side with code | /r/learnmachinelearning | 2023-03-28

    Hey are you talking about ?

  • Deep-Learning-Papers-Reading-Roadmap

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

  • ColossalAI

    Making large AI models cheaper, faster and more accessible

    Project mention: ColossalChat: An Open-Source Solution for Cloning ChatGPT with a RLHF Pipeline | | 2023-04-04

    > open-source a complete RLHF pipeline ... based on the LLaMA pre-trained model

    I've gotten to where when I see "open source AI" I now know it's "well, except for $some_other_dependencies"

    Anyway: and (Apache 2) can save you some heartache at least

  • Made-With-ML

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

    Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13

    Made With ML

  • Caffe

    Caffe: a fast open framework for deep learning.

    Project mention: List of AI-Models | /r/GPT_do_dah | 2023-05-16

    Click to Learn more...


    GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

    Project mention: Open source software has gotten a lot better at having smooth swaps. Below is what i got. | /r/faceswap | 2023-06-28

    Mainly as the base model. There was some post processing done to further improve quality.

  • MockingBird

    🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

  • Tesseract.js

    Pure Javascript OCR for more than 100 Languages 📖🎉🖥

    Project mention: I am out of the loop. Is Next.js "the future" and something I should consider adding to my knowledge pool? | /r/webdev | 2023-07-05

    What do you have against tesseract.js?

  • DeepSpeed

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

    Project mention: Can we discuss MLOps, Deployment, Optimizations, and Speed? | /r/LocalLLaMA | 2023-12-06

    DeepSpeed can handle parallelism concerns, and even offload data/model to RAM, or even NVMe (!?) . I'm surprised I don't see this project used more.

  • Ray

    Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

    Project mention: Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Custom Models | | 2023-08-11

    Training times for GSM8k are mentioned here:

  • streamlit

    Streamlit — A faster way to build and share data apps.

    Project mention: Show HN: Taipy – Turns Data and AI algorithms into full web applications | | 2023-11-30

    What is the business model for,, or These are nice tools - but how will the sponsoring businesses support themselves? I didn't see any mention of enterprise plans, etc. Is the answer simply that "we've not announced our revenue model yet"? What should one expect?

  • 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). The latest post mention was on 2023-12-10.

Deep Learning related posts


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

Project Stars
1 tensorflow 179,270
2 transformers 116,669
3 stable-diffusion-webui 112,104
4 Pytorch 73,212
5 OpenCV 72,838
6 cs-video-courses 62,362
7 Keras 59,979
8 Real-Time-Voice-Cloning 48,994
9 faceswap 47,745
10 yolov5 43,740
11 TensorFlow-Examples 42,993
12 100-Days-Of-ML-Code 42,292
13 nn 39,476
14 Deep-Learning-Papers-Reading-Roadmap 36,694
15 ColossalAI 35,495
16 Made-With-ML 34,634
17 Caffe 33,688
18 GFPGAN 33,074
19 MockingBird 32,339
20 Tesseract.js 32,197
21 DeepSpeed 30,044
22 Ray 28,942
23 streamlit 28,923
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SaaSHub helps you find the best software and product alternatives