pqy000 Goto Github PK

image_transformer

Pytorch implementation of the image transformer for unconditional image generation

infogan-pytorch

InfoGAN using CelebA dataset (64*64)

language-model

RNN Language Modeling with PyTorch

lda_gibbs_sampling

a python implementation of latent dirichlet allocation(lda) using gibbs sampling algorithm

lime

Lime: Explaining the predictions of any machine learning classifier

local-relation-networks-for-image-recognition

A runable Pytorch implementation of Local Relation Layer for the paper Local Relation Networks for Image Recognition

local-relational-nets

A Pytorch implementation for the paper Local Relational Networks for Image Recognition (https://arxiv.org/pdf/1904.11491.pdf)

lstm_learn

a implement of LSTM using Keras for time series prediction regression problem

lstnet

lstnet-1

A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper

mashinnoye-obucheniye

:books: Специализация «Машинное обучение и анализ данных»

mean-teacher

A state-of-the-art semi-supervised method for image recognition

minimal-readme

📄 Minimal and opinionated README template

mnist

Some samples of the MNIST classifier.

multishapelet

MultiShapelet to overcome unbalance data

n-beats

Pytorch/Keras implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

n-beats-1

pattern_recognize

time-series-predictoin(LSTNet,SAB,Transformer...)

plant-recognition

plant-recognition-dl

plotneuralnet

Latex code for making neural networks diagrams

pmt-iqa

pqy000.github.io

pydata_nyc2018-intro-to-model-interpretability

Notebook and slides for my talk at Pydata NYC 2018

pytorch-beginner

pytorch tutorial for beginners

pytorch-explain-black-box

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

pytorch-gnn-meta-attack

Pytorch implementation of gnn meta attack (mettack). Paper title: Adversarial Attacks on Graph Neural Networks via Meta Learning.

pytorch-time-series-classification-benchmarks

Time Series Classification Benchmark with LSTM, VGG, ResNet

pytorchrnnlm

Language model using an RNN in PyTorch

qingyi.github.io