akhanss

pyts

A Python package for time series classification

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

spleeter

Deezer source separation library including pretrained models.

Openness_examples_python

AnimationsWithManim

Animation course with Manim

vindr-cxr

VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations

NYU-DLSP20

NYU Deep Learning Spring 2020

DataScienceCourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

pytorch-image-classification

Classifying cat and dog images using Kaggle dataset

Python-Course

A fundamental Python programming class

cs231n.github.io

Public facing notes page

Capstone-Google-SVHN-Digits-Recognition

The Project for Udacity Deep Learning

bangla-programming-resources

Bangla tutorial, reference and resource list on programming topics

kaggle-melanoma

2nd place solution for SIIM-OSIC Melanoma Classification

attention_guided_cropping

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

3dbraingen

Official Pytorch Implementation of "Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Network" (accepted by MICCAI 2019)

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

WeightStandardization

Standardizing weights to accelerate micro-batch training

covid-cxr

Neural network model for classifying chest X-rays by presence of COVID-19 features

Auxiliary-Classifier-GAN

conditional image synthesis with auxiliary classifier GAN

clusterGAN

Pytorch Implementation of ClusterGAN (arXiv:1809.03627)

gan-skin-lesion

lesion-GAN

Code for "Towards Interpretable Skin Lesion Classification with Deep Learning Models"

Awesome-CV

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

chest-gan

generating chest x-rays with GANs

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

LearnToPayAttention

PyTorch implementation of ICLR 2018 paper Learn To Pay Attention (and some modification)

IPMI2019-AttnMel

IPMI2019 paper - Melanoma Recognition via Visual Attention

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.