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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention_network_with_keras

An example attention network with simple dataset.

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

backpropamine

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

fintech-literature

Fintech literature, including journal, conference, book and useful links

icanibbdata

爬取爱奇艺的 “奇葩说” 评论数据。

keypoints-of-humanpose-with-mask-r-cnn

Use the Mask RCNN for the human pose estimation

lstm

mask-rcnn-kps

mcrnn_pytorch

meta-learning-lstm

This repo contains the source code accompanying a scientific paper with the same name.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pt.fractalnet

PyTorch Implementation of FractalNet

pytorch-cifar

95.16% on CIFAR10 with PyTorch

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rnn_benchmarks

RNN benchmarks of pytorch, tensorflow and theano

soft-sharing

Implementation of soft parameter sharing for neural networks

stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

wide-resnet.pytorch

Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch