ashra-academy

gradio

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

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

PlotNeuralNet

Latex code for making neural networks diagrams

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

MAE-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

MedicalNet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

GPTDiscord

A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

ModelsGenesis

[MICCAI 2019] [MEDIA 2020] Models Genesis

Continual-Learning-Benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

manim-slides

Tool for live presentations using manim

mini-qr

Tiny accessible web app to generate customized qr codes easily 👾

SN-GAN

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

MAE

PyTorch implementation of Masked Autoencoder

ASAM

Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.

jupyterquiz

An interactive Quiz generator for Jupyter notebooks and Jupyter Book

jupytercards

Animated flashcards for Jupyter notebooks and JupyterBook

wandb2kaggle

Automatically upload the model saved as W&B Artifact to Kaggle Dataset.

region-mutual-information-pytorch

PyTorch implementation of the Region Mutual Information Loss for Semantic Segmentation.

neural-mechanics

delta_orthogonal_init_pytorch

Delta Orthogonal Initialization for PyTorch

boolean-network-optimizer

Deep-Learning-Course-Tutorials

14 week curriculum of deep learning using Neuromatch Academy contents

downsampled-imagenet-path-fixer

A script for converting directory structure of Downsampled ImageNet to respond to ImageFolder in PyTorch

math240

MATH 240, Discrete Structures, Fall 2019 at McGill University. Handwritten lecture notes including diagrams from Rosen's "Discrete Mathematics and Its Applications."

center-interactive

pRFsim

A free & open source python package for population receptive field (PRF) simulation

deepmedic_project

Tumor Segmentation in Brain MRI Images