perfectizer Goto Github PK

adabound

An optimizer that trains as fast as Adam and as good as SGD.

adashift

AdaShift optimizer implementation in PyTorch

adversarial-examples-pytorch

Implementation of Papers on Adversarial Examples

adversarial-robustness-toolbox

Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support

amsgradpytorch

Experiments on AMSGrad -- pytorch version

bert-pytorch

Google AI 2018 BERT pytorch implementation

chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

coding-interview-university

A complete computer science study plan to become a software engineer.

conversation

cosx.org

统计之都主站

crowdsourced-datasets

Crowdsourced datasets including the individual crowd votes.

dat4

General Assembly's Data Science course in Washington, DC

deep-q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

deep-residual-networks

Deep Residual Learning for Image Recognition

deep_learning_object_detection

A paper list of object detection using deep learning.

deoldify

A Deep Learning based project for colorizing and restoring old images

dogs-vs-cats-redux

Dogs vs. Cats Redux on floydhub

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fishergan

Code accompanying the paper Fisher GAN: https://arxiv.org/abs/1705.09675

fly_us

美国大学备考资料 How to apply US colleges

geneperturbationproject

generative-models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

google-research

Google AI Research

gym

A toolkit for developing and comparing reinforcement learning algorithms.

improved-gan

Code for the paper "Improved Techniques for Training GANs"

inception-score-pytorch

Inception Score for GANs in Pytorch

isda-for-deep-networks

An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.

jupyter_tensorboard

Start Tensorboard in Jupyter Notebook

kernelized_rank_pool

Implementation of variants of kernelized rank pooling for action recognition in videos.

lienet

GitHub repository for "Deep Learning on Lie Groups for Skeleton-based Action Recognition", CVPR 2017.