galoiszhang

lihang-code

《统计学习方法》的代码实现

AlphaTree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

Awesome-Crowd-Counting

Awesome Crowd Counting

deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

CloserLookFewShot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

robustness

Corruption and Perturbation Robustness (ICLR 2019)

PConv-Keras

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

Random-Erasing

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

FCHD-Fully-Convolutional-Head-Detector

Code for FCHD - A fast and accurate head detector

class-balanced-loss

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

learning-to-reweight-examples

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

pcl.pytorch

PyTorch codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".

Keras-NASNet

"NASNet" models in Keras 2.0+ with weights

ADL

Attention-based Dropout Layer for Weakly Supervised Object Localization (CVPR 2019 Oral)

MEAL

Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019

nasnet-tensorflow

A nasnet in tensorflow

selfmonitoring-agent

PyTorch code for ICLR 2019 paper: Self-Monitoring Navigation Agent via Auxiliary Progress Estimation

ENAS-Tensorflow

Efficient Neural Architecture search via parameter sharing(ENAS) micro search Tensorflow code for windows user

PNASNet.TF

TensorFlow implementation of PNASNet-5 on ImageNet

MNasNet-Keras-Tensorflow

A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

casme

landmark-detection

Automatic tool for landmark localisation in 3D medical images

Active-Shift-TF

Tensorflow implementation for Active Shift Layer(ASL)

neural_optimizer_search

An implementation of ICML 2017 paper <<Neural Optimizer Search with Reinforcement Learning>> https://arxiv.org/abs/1709.07417

enas

TensorFlow code for paper "Training Frankenstein's Creature to Stack: HyperTree Architecture Search"

Neural-Architecture-Search

Re-implementation of Neural Architecture Search using Reinforcement Learning

Reinforcement-Learning-CS6700

All the reference books, papers read, assignment codes, paper reviews and project report for the Reinforcement Learning Course CS6700 Fall 2018 at IIT Madras