hefv57's repositories
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
big-fish
Toolbox for the analysis of smFISH images.
cellfinder
Automated 3D cell detection and registration of whole-brain images
cheatsheets-1
Official Matplotlib cheat sheets
datasets-1
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
deep-learning-articles
deep learning related articles
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
esrgan-tf2
ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.
free-programming-books
:books: Freely available programming books
GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
longshot
diploid SNV caller for error-prone reads
lux
Automatically visualize your pandas dataframe via a single print! 📊 💡
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
ml-art-colabs
A list of Machine Learning Art Colabs
ML-foundations
Machine Learning Foundations: Algebra, Calculus, Statistics & Computer Science
modern-unix
A collection of modern/faster/saner alternatives to common unix commands.
numpy-intro-blogarticle-2020
Jupyter Notebook for the "Scientific Computing in Python: Introduction to NumPy and Matplotlib" blog article
pdfplumber
Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
ResizeRight
The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).
the-book-of-secret-knowledge
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
vit-keras
Keras implementation of ViT (Vision Transformer)