USTCLLM

All

19 repositories

RecFM
Public
Comprehensive tools and frameworks for developing foundation models tailored to recommendation systems.
Apache License 2.0
•0•81•0•0•Updated Jan 6, 2025Jan 6, 2025
InfoNexus
Public
Toolkit for Universal Retrieval, such as text retrieval, item recommendation, image retrieval, etc.
Python
•0•1•0•0•Updated Jan 5, 2025Jan 5, 2025
RecStudio-Industry
Public
RecStudio-Industry is a Pytorch-based recommendation system development toolkit aimed at industrial internet applications.
Python
•
Apache License 2.0
•0•19•0•0•Updated Dec 10, 2024Dec 10, 2024
CELA
Public
Cost-efficient language model alighment for recommendation
Python
•1•0•0•0•Updated Nov 27, 2024Nov 27, 2024
GREB
Public
General text embedding model tailored for recommendation.
Jupyter Notebook
•1•0•0•0•Updated Nov 27, 2024Nov 27, 2024
RecStudio
Public
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
deep-learning collaborative-filtering matrix-factorization knowledge-graph recommender-system factorization-machines ctr-prediction graph-neural-networks sequential-recommendation pytorch
Python
•
MIT License
•23•180•5•1•Updated Oct 10, 2024Oct 10, 2024
TrustKDD
Public
CSS
•0•0•0•0•Updated Nov 10, 2023Nov 10, 2023
mini-lightning
Public
The mini version of PyTorch Lightning
machine-learning deep-learning python3 pytorch-lightning mini-lightning pytorch
Python
•
MIT License
•0•21•0•0•Updated Jul 18, 2023Jul 18, 2023
FuxiTS
Public
Python
•
MIT License
•4•14•0•0•Updated Feb 19, 2023Feb 19, 2023
TorchML
Public
Python
•0•0•0•0•Updated Nov 30, 2021Nov 30, 2021
APT
Public
Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)
poisoning-attacks recommender-system adversarial-attacks
Python
•0•0•0•0•Updated Nov 21, 2021Nov 21, 2021
TrialAttack
Public
Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)
poisoning-attacks recommender-system adversarial-attacks
Python
•1•1•0•0•Updated Nov 21, 2021Nov 21, 2021
LISA
Public
Pytorch implementation of LISA (Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation. WWW 2021)
product-quantization self-attention efficient-transformers efficient-recommendation
Python
•0•0•0•0•Updated Nov 21, 2021Nov 21, 2021
GeoSAN
Public
Pytorch implementation of GeoSAN (Geography-Aware Sequential Location Recommendation. KDD 2021)
negative-sampling sequential-recommendation location-recommendation weighted-bpr geography-encoder geography-aware-negative-sampling
Python
•0•3•3•0•Updated Nov 21, 2021Nov 21, 2021
gcn_mobility_relationship
Public
Tensorflow implementation of Heter-GCN (Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection, AAAI 2020)
Python
•0•1•0•0•Updated Nov 21, 2021Nov 21, 2021
PRIS
Public
Tensorflow implementation of PRIS (Personalized Ranking with Importance Sampling. WWW 2020)
bpr recommender-systems weighted-bpr
Python
•0•1•0•0•Updated Nov 21, 2021Nov 21, 2021
LightNE
Public
Matlab implementation of LightNE (Network Representation Lightening from Hashing to Quantization, TKDE 2022)
MATLAB
•0•0•0•0•Updated Nov 21, 2021Nov 21, 2021
MatRec
Public
MRec -- a Matlab-based Recommender System
MATLAB
•0•0•0•0•Updated Nov 21, 2021Nov 21, 2021
TorchUrban
Public
MIT License
•0•0•0•0•Updated Nov 20, 2021Nov 20, 2021