zachysun Goto Github PK

a_lightweight_cnn

Unofficial implementation of the paper "A lightweight CNN for Diabetic Retinopathy classification from fundus images"

dec-keras

Keras implementation for Deep Embedding Clustering (DEC)

diplib

Images process module

easy-curriculum-labeling

Simple and unofficial Implementation(for tabular data) of paper 'Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning '[AAAI2021]

fc-lstm

[Fully Connection LSTM] Unofficial implementation of paper 'Generating Sequences With Recurrent Neural Networks'

filetree

A simple Python script: (1) Customizes to output the structure of project files. (2) Concatenates the code in the project files into one PDF document.

gps2graph

Convert GPS trajectory data into graph data

human-activity-recognition-library

Human Activity Recognition Library(Mainly: IMUs-based; Other: video,image,skeleton,wifi)

jobda

(Optimizing code now)Unofficial implementation of paper 'Joint-Label Learning by Dual Augmentation for Time Series Classification'[AAAI2021]

macnn-pytorch

Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks2021]

paperlite

Note-taking tool for papers

pptsvm

An unofficial implementation about paper 'Training TSVM with the proper number of positive samples'[Pattern Recognition Letters2005]

sc_mpi

[Simple and unofficial]Implementation of the paper"Semi-Supervised Clustering with Constraints of Different Types from Multiple Information Sources"[TPAMI2020]

sdec-keras

Implementation of Semi-supervised Deep Embedded Clustering (SDEC) in Keras

stg4traffic

A benchmark study of using spatio-temporal graph neural networks for traffic prediction.

tabular-ssl

Tabular data semi-supervised learning based on curriculum learning and pseudo label(A simple experiment)

taxi_traffic_benchmark

Taxi Traffic Speed/Flow Prediction Benchmark(based on Shanghai Taxi Dataset)

traffic_prediction_modules

Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)

ts_models

(TODO) Extension experiments to original repository

zachysun

zachysun.github.io