Top 16 deep-learning-tutorial Open-Source Projects

• nn

  26 48,004 7.7 Jupyter Notebook

  🧑‍🏫 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, ... 🧠

  

• awesome-deep-learning

  2 22,811 0.0

  A curated list of awesome Deep Learning tutorials, projects and communities.

Project mention: Good coding groups for black women? | news.ycombinator.com | 2024-01-13

- https://github.com/ChristosChristofidis/awesome-deep-learnin...

I'll make another comment if I find anymore in my bookmarks. I'm also an educator.

• InfluxDB

  www.influxdata.com sponsored

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• darknet

  62 21,449 6.5 C

  YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) (by AlexeyAB)

• Machine-Learning-Tutorials

  3 14,849 0.0

  machine learning and deep learning tutorials, articles and other resources

• the-incredible-pytorch

  2 10,996 7.2

  The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Project mention: The PyTorch | news.ycombinator.com | 2023-11-11

• ILearnDeepLearning.py

  1 1,312 2.6 Jupyter Notebook

  This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

• Deep-Learning-Experiments

  1 1,081 8.3 Jupyter Notebook

  Videos, notes and experiments to understand deep learning (by roatienza)

• WorkOS

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• cresset

  1 703 6.6 Dockerfile

  Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

  

• TrainYourOwnYOLO

  1 635 0.0 Jupyter Notebook

  Train a state-of-the-art yolov3 object detector from scratch!

• First-steps-towards-Deep-Learning

  1 436 0.0 CSS

  This is an open sourced book on deep learning.

• adaptnlp

  2 414 0.0 Jupyter Notebook

  An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

  

• pytorch-deepdream

  3 353 0.0 Jupyter Notebook

  PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.

• pytorch-neural-style-transfer

  2 347 0.0 Python

  Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.

Project mention: Achieving Results Like AI Mirror | /r/StableDiffusion | 2023-10-09

• python_autocomplete

  8 182 0.0 Jupyter Notebook

  Use Transformers and LSTMs to learn Python source code

  

• deep_grasp_demo

  1 96 0.0 C++

  Deep learning for grasp detection within MoveIt.

  

• awesome-experimental-standards-deep-learning

  1 25 2.0 Python

  Repository collecting resources and best practices to improve experimental rigour in deep learning research.

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deep-learning-tutorial related posts

• The PyTorch
  1 project | news.ycombinator.com | 11 Nov 2023
• Can't remember name of website that has explanations side-by-side with code
  1 project | /r/learnmachinelearning | 28 Mar 2023
• Anybody building ML models in C++?
  3 projects | /r/cpp_questions | 21 Mar 2023
• [P] Introducing confidenceinterval, the long missing python library for computing confidence intervals
  3 projects | /r/MachineLearning | 11 Mar 2023
• [D] Fixing the angle of Skewed Paintings, see comments
  2 projects | /r/MachineLearning | 6 Jan 2023
• How do I train YOLO5 to detect small objects (arial imagery). something like 20-20 pixels or maybe little more? How do I increase resolution and apply augmentation and tiling? Or maybe the YOLO5 is not he best choice for that?
  1 project | /r/computervision | 23 Oct 2022
• I just realized yolov5 is GPL-3
  1 project | /r/computervision | 12 Oct 2022
• A note from our sponsor - InfluxDB
  www.influxdata.com | 27 Apr 2024

  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 →

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