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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, ... 🧠

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

big_o

Python module to estimate big-O time complexity from execution time

complexpytorch

A high-level toolbox for using complex valued neural networks in PyTorch

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

direct

Deep learning framework for MRI reconstruction

fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images.

gadgetrononlineclass

hgit

git tuto

hst

Official implementation of Hierarchical Spectrogram Transformers (HST)

ismrm_sunrise_matlab

Source code for the ISMRM Sunrise Recon Course

ismrmrd-python-tools

ISMRMRD Python Toolbox

keras-complex

Keras-Tensorflow implementation of complex-valued convolutional neural networks

langchain

⚡ Building applications with LLMs through composability ⚡

metrics

Machine learning metrics for distributed, scalable PyTorch applications.

mripy

A python based MRI reconstruction toolbox with compressed sensing, parallel imaging and machine-learning functions

nnunet

pypulseq

Pulseq in Python

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

refinegan

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

skorch

A scikit-learn compatible neural network library that wraps PyTorch

softvision17

Config files for my GitHub profile.

starting-kit

Starting kit for the NeurIPS 2023 unlearning challenge

statistics_book

syndiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

tensorflow-mri

A Library of TensorFlow Operators for Computational MRI

the-incredible-pytorch

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

torchkbnufft

A high-level, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.