kaihuilau Goto Github PK

2015

Public material for CS109

airls

alista

This repository is the implementation for ICLR 2019 paper "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA" by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

astlinespec

Atomic Line Spectral Estimation Toolbox

awesome-deep-learning-papers

The most cited deep learning papers

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-ml4co

bcsnp

BCS Using Normal Product Priors

bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

blind-image-deconvolution-using-deep-generative-priors

Paper implemention of paper "Blind Image Deconvolution using Deep Generative Priors"

caffe-dcs

Collection of Caffe source code for deep compressive sensing

caffe-shufflenet

This is re-implementation of "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices"

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

cntk

Convolutional Neural Tangent Kernel

compsensing_dip

Compressed sensing with deep image prior algorithm

convolutional_pr

convolutional phase retrieval

data-science-notes

数据科学的笔记以及资料搜集

deep-k-svd

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-for-medical-applications

Deep Learning Papers on Medical Image Analysis

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-papers-reading-roadmap

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

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dpr

Code for the paper "Phase Retrieval Under a Generative Prior"

dynamic_routing_between_capsules

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017