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pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_flows

Implementation and tutorials of normalizing flows with the novel distributions module

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

rankgan-nips2017

Tensorflow implementation of RankGan (Adversarial Ranking for Language Generation)

ranknet

Learning to rank using gradient descent

ranknet-1

My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.

recursive-neural-conditional-random-field

Implementation and data for the published paper "Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis".

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

resnet-50-101-152

This is an implementation of ResNet-50/101/152.

resnet-classifier

Deep ConvNet Image Classifier based on Residual Network architecture trained on Caltech 101 Object Dataset

rfho

Gradient-based hyperparameter optimization package with TensorFlow

rlseq2seq

Deep Reinforcement Learning For Sequence to Sequence Models

rnn-trajmodel

The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"

roformer_pytorch

RoFormer_pytorch

sandbox

Play time!

scienceplots

Matplotlib styles for scientific plotting

sdcn

Structural Deep Clustering Network

sde

Example codes for the book Applied Stochastic Differential Equations

sean

sean-bin-yang.github.io

self-paced-rl

Implementation of the Self Paced Reinforcement Learning Experiments

self-pu

[ICML2020] "Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training" by Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang

self-supervised-relational-reasoning

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

selfattentivesentembed

Source code for ``A Structured Self-Attentive Sentence Embedding'' published in ICLR 2017

sentence-vae

PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

seq2seq_model_live