a-jacobson Goto Github PK

cnn_sentence_classification

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

composer

library of algorithms to speed up neural network training

composer-hydra-template

cyclegan

Unpaired image to image translation

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning_computervision

notes and example code for I used to learn cnns

densenet

Pytorch Densely Connected Convolutional Networks

depth_in_the_wild

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

diffusion

dsb2018

Find the nuclei in divergent images to advance medical discovery

examples

Fast and flexible reference benchmarks

facenet-pytorch

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

fast_style_transfer

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

faster_rcnn

Faster RCNN pytorch

fully_convolutional_networks

FCN heatmaps on Kaggle Fisheries data

gotgeneration

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

gotword2vec

word vector exploration of GoT corpus

ieeg_seizure_prediction

Seizure prediction model from Kaggle's iEEG Data. For https://www.kaggle.com/c/melbourne-university-seizure-prediction

interview_prep

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

kmeans-tutorial

ML algorithms from scratch, in depth

minimal-nmt

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

mmcv

OpenMMLab Computer Vision Foundation

neuralzoo

neuralzooapi frontend

neuralzooapi

Machine Learning API for DL models I have trained

nichenet

conv nets for ecological niche modeling

polyaxon

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

python-for-signal-processing

Notebooks for "Python for Signal Processing" book

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

reinforcement_learning

reinforcement learning code and experiments for learning

retinopathy_detection

Diabetic Retinopathy Detector for Kaggle's Diabetic Retinopathy Detection Competition