liu-ziyin

NeurIPS_2020_Snake

OdometryCNN

Using convolutional neural network for robot odometry

adaptive_label_smoothing

BlockPuzzle-gym

A simple stochastic OpenAI environment for training RL agents

ClassifierGenerators

Supporting code for the paper 'Learning to generate classifiers'.

examples

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

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Finance_data_augmentation_ICAIF2022

Hard_Sphere_Simulation

machineTranslation-Pytorch

A machine decoder-encoder translation RNN implemented in PyTorch.

fraternal-dropout

FusionRNN

A toy example in which we perform fusion of multiple LSTMs at each time step of the unfolding of an LSTM

Kmeans-ImageSegmentation

A basic implementation of image segmentation with kmeans, with random initialization

label_noise

NIPS2019DeepGamblers

NLP-Project

NLP-Project

noisy-label-gamblers

P2PFileTransfer

PCA-FaceDecomposition

A implementation and application of PCA to face recognition.

PGM-VariationalStructuredAttention

course or not course project with an attention mechanim based on PGM methods

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-NLPTutorial

A solution to the LSTM exercise

Speech

Some potential project.

variational-autoencoder

PyTorch implementation of "Auto-Encoding Variational Bayes"