Qingyi Pan's repositories
stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
vision_networks
Repo about neural networks for images handling
awesome-architecture-search
A curated list of awesome architecture search resources
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
CNTK
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Conditional_VAE
conditional variational autoencoder written in Keras [not actively maintained]
debug1
sfas
DeepSaliency
Source Code and Model for DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection
EAS
Efficient Architecture Search by Network Transformation
language-model
RNN Language Modeling with PyTorch
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»
minimal-readme
📄 Minimal and opinionated README template
mnist
Some samples of the MNIST classifier.
pattern_recognize
time-series-predictoin(LSTNet,SAB,Transformer...)
pydata_nyc2018-intro-to-model-interpretability
Notebook and slides for my talk at Pydata NYC 2018
pytorch-explain-black-box
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
PyTorch-Time-Series-Classification-Benchmarks
Time Series Classification Benchmark with LSTM, VGG, ResNet
PytorchRnnLM
Language model using an RNN in PyTorch
Robust-and-Explainable-Machine-Learning
Related materials for robust and explainable machine learning
seq2seq-with-attentation-batch-pytorch
It's the baseline model (seq2seq with attention mechanism) for the natural language generation
tensorflow-beginner
tensorflow learning according to CS20SI
The-Flask-Mega-Tutorial-zh
翻译自Miguel Grinberg的blog https://blog.miguelgrinberg.com 的2017年新版The Flask Mega-Tutorial教程
time_series_forecasting_pytorch
time series forecasting using pytorch，including ANN,RNN,LSTM,GRU and TSR-RNN，experimental code
tutorials
机器学习相关教程
walle-web
A Web Deployment Tool (web代码部署工具)