peipei-pig Goto Github PK

3dvis_convnn

:milky_way: A 3D interactive visualization web application for convolutional neural network

alphatree-graphic-deep-neural-network

深度神经网络(DNN)与对抗神经网络(GAN)模型总览图示，建立模型发展路书(roadmap),方便大家的理解与学习

autoaugment

Reproduction of AutoAugment from Google

awesome-algorithm

LeetCode, HackRank, 剑指offer, classic algorithm implementation

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

caffe

Caffe: a fast open framework for deep learning.

cmake_cplusplus

use cmake tools to build c++ project

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

dada

dataaugmentationforobjectdetection

Data Augmentation For Object Detection

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

distilling-object-detectors

Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

fast-autoaugment-efficientnet-pytorch

A Pytorch implementation of Fast AutoAugment and EfficientNet

fast-pba_autoaugment

Using Fast-AutoAugment and Population Based Augmentation to train deep neural networks on CIFAR-100 (w/ Pytorch)..

gan-metrics

An empirical study on evaluation metrics of generative adversarial networks.

gnnpapers

Must-read papers on graph neural networks (GNN)

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

inception-score-pytorch

Inception Score for GANs in Pytorch

keras-auto-augment

Keras implementation of AutoAugment.

label-refinery

Label Refinery: Improving ImageNet Classification through Label Progression

nerve-net

neural network

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

pba

Efficient Learning of Augmentation Policy Schedules

play-leetcode

My Solutions to Leetcode problems. All solutions support C++ language, some support Java and Python. Multiple solutions will be given by most problems. Enjoy:) 我的Leetcode解答。所有的问题都支持C++语言，一部分问题支持Java语言。近乎所有问题都会提供多个算法解决。大家加油！：）

play-with-machine-learning-algorithms

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

prml

PRML algorithms implemented in Python

pystopwatch2

Multi Stopwatch for Python

pytorch-fid

A Port of Fréchet Inception Distance (FID score) to PyTorch