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ssui.liu's starred repositories

LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

Language:PythonApache-2.02318200

project-2023-vizssr

project-2023-vizssr created by GitHub Classroom

Language:JavaScript100

PyTorch-EMDLoss

PyTorch 1.0 implementation of the approximate Earth Mover's Distance

Language:Cuda13100

taxonomy-extraction

Unsupervised, geometry-based taxonomy learning for knowledge graphs

Language:Python900

OpenEA

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

Language:PythonGPL-3.050300

DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

Language:PythonApache-2.0215500

Causal-Recommender-Systems

An index of causal inference based recommendation algorithms.

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DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

Language:PythonMIT95000

IDGL

Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".

Language:PythonApache-2.021500

Pro-GNN

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

Language:Python27500

HGSL

Source code of AAAI21-Heterogeneous Graph Structure Learning for Graph Neural Networks

Language:PythonApache-2.010600

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

Language:Python90200

communities

Library of community detection algorithms and visualization tools

Language:PythonMIT70100

learnable-embed-sizes-for-RecSys

A PyTorch implementation of ICLR 2021 paper: Learnable Embedding Sizes for Recommender Systems

Language:Python6000

2021

Materials for Applied Data Analysis CS-401, Fall 2021

Language:Jupyter Notebook4600

2020

Materials for Applied Data Analysis CS-401, fall 2020

Language:Jupyter Notebook4800

CSE-Autoloss

Seach Losses of our paper 'Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search', accepted by ICLR 2021.

Language:PythonApache-2.05600

dlrm

An implementation of a deep learning recommendation model (DLRM)

Language:PythonMIT364400

effect-dps-public

Understanding the effects of data parallelism and sparsity on neural network training

Language:PythonMIT800

kbc

Tools for state of the art Knowledge Base Completion.

Language:PythonNOASSERTION25200

ML_course

EPFL Machine Learning Course, Fall 2023

Language:Jupyter Notebook116900

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

Language:PythonApache-2.0157400