DiMarzioBian

MS-SincResNet

An unofficial PyTorch implementation of MS-SincResNet [ICMR 2021] "MS-SincResNet: Joint learning of 1D and 2D kernels using multi-scale SincNet and ResNet for music genre classification"

CPMR

The official PyTorch implementation of CPMR [CIKM 2023] "CPMR: Context-Aware Incremental Sequential Recommendation with Pseudo-Multi-Task Learning".

SR-GNN

An unofficial PyTorch implementation of SR-GNN [AAAI 2019] "Session-based Recommendation with Graph Neural Networks"

TextLevelGNN

An unofficial PyTorch implementation for the TextLevelGNN [EMNLP'19] "Text Level Graph Neural Network for Text Classification"

BiLSTM-CNNs-CRF

An unofficial pytorch implementation of the NLP model [ACL 2016] "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF"

LightGCN

An unofficial PyTorch implementation of LightGCN [SIGIR 2020] "LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation"

CoPE

An unofficial PyTorch implementation of CoPE [CIKM 2021] "CoPE: Modeling Continuous Propagation and Evolution on Interaction Graph".

Digital-Image-Processing-Basics

An implementation of several basic digital image processing methods.

dimarziobian.github.io

DreamRec

FIRE

The implementation of FIRE

graphormer_new

Interpolations_Basics

A implementation of several common interpolation / fitting methods.

NCL

[WWW22] Official PyTorch implementation for "Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning".

Neural-Probabilistic-Language-Model-NIPS-2000

An unofficial pytorch implementation of the neural probabilistic language model [NIPS 2000] "A Neural Probabilistic Language Mode"

nh

A PyTorch Implementation of Neural Hawkes Process. Redefined.

PSPNet

An unofficial PyTorch implementation of PSPNet [CVPR 2017] "Pyramid Scene Parsing Network"

RETE_TheWebConf

A PyTorch implementation of "RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph" (TheWebConf 2022).

RSPapers

Must-read papers on Recommender System.

TextLevelGNN-DGL

The-Kaggle-Book

Code Repository for The Kaggle Book, Published by Packt Publishing

Transformer-encoder

An unofficial pytorch implementation of the Transformer-encoder model [NIPS 2017] "Attention Is All You Need"

Transformer-Hawkes-Process

Code for Transformer Hawkes Process, ICML 2020.