A-Jacobson

tacotron2

pytorch tacotron2 https://arxiv.org/pdf/1712.05884.pdf

Depth_in_The_Wild

Pytorch implementation of Single-Image Depth Perception in the Wild https://arxiv.org/pdf/1604.03901.pdf

minimal-nmt

A minimal nmt example to serve as an seq2seq+attention reference.

CNN_Sentence_Classification

pytorch Convolutional Networks for Sentence Classification - http://www.aclweb.org/anthology/D14-1181

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

Unet

Pytorch implementation of U-Net: Convolutional Networks for Biomedical Image Segmentation https://arxiv.org/abs/1505.04597

FaceNet-Pytorch

https://arxiv.org/pdf/1503.03832.pdf - Pytorch

NeuralZooAPI

Machine Learning API for DL models I have trained

nicheNET

conv nets for ecological niche modeling

shiba

A simple, flexible, pytorch training loop.

faster_rcnn

Faster RCNN pytorch

GoTGeneration

Project to generate new Game of Thrones book using LSTM neural networks using the existing 5 books as source material.

NeuralZoo

neuralzooapi frontend

Super_Resolution

Pytorch 4x Super Resolution with Perceptual loss https://arxiv.org/pdf/1603.08155.pdf

YoloV2

Pytorch YoloV2 https://arxiv.org/pdf/1612.08242.pdf [WIP]

composer

library of algorithms to speed up neural network training

composer-hydra-template

CycleGan

Unpaired image to image translation

Densenet

Pytorch Densely Connected Convolutional Networks

diffusion

dsb2018

Find the nuclei in divergent images to advance medical discovery

examples

Fast and flexible reference benchmarks

Fast_Style_Transfer

Pytorch Fast Neural Style Transfer https://arxiv.org/pdf/1603.08155.pdf

Fully_Convolutional_Networks

FCN heatmaps on Kaggle Fisheries data

interview_prep

Collection of notebooks reviewing concepts in CS, ML, and Stats

Kmeans-Tutorial

ML algorithms from scratch, in depth

mmcv

OpenMMLab Computer Vision Foundation

polyaxon

A platform for reproducible and scalable machine learning and deep learning on kubernetes

setup_scripts

tensorflow-tutorials