chengkai-huang Goto Github PK

followers: 3.0 following: 18.0 repos: 36.0 gists: 0.0

Name: Kay

Type: User

Company: The University of New South Wales

Bio: If life gives you lemons make lemonade

Location: Sydney

Blog: https://chengkai-huang.github.io/

Kay's Projects

awesome-lm-rl

A comprehensive list of PAPERS, CODEBASES, and, DATASETS on Decision Making using Foundation Models including LLMs and VLMs.

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

chengkai-huang.github.io

A simple and elegant Jekyll theme for an academic personal homepage

covid19-sir

CovsirPhy: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models.

crspapers

Conversational recommender systems

deeplearning-500-questions

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

distill_cf

Data distillation for recommender systems. Shows equivalent performance with 2-3 orders less data.

dl_book

legend

drl-recsys

Deep Reinforcement Learning for Recommender Systems

easytransfer

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

fashion-compatibility

Learning Type-Aware Embeddings for Fashion Compatibility

fashion-hash-net

Code and dataset for CVPR 2019 paper "Learning Binary Code for Personalized Fashion Recommendation"

fastrag

Efficient Retrieval Augmentation and Generation Framework

icl_paperlist

Paper List for In-context Learning 🌷

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

llm-course

Course with a roadmap and notebooks to get into Large Language Models (LLMs).

matplotlib_template

This notebook is to develop a pipeline for generating plots using seaborn. Fig sizes/fonts/axises are tuned for paper submissions.

mmconv

Official repository for "MMConv: An Environment for Multimodal Conversational Search across Multiple Domains"

neu-review-rec

A Toolkit for Neural Review-based Recommendation models with Pytorch.

neural-ode

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

ode2vae

ODE2VAE: Deep generative second order ODEs with Bayesian neural networks

openhgnn

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

pai-bpr

Repository for PAI-BPR a state of the art Fashion recommendation system capturing user personal preference and attribute interpretability

pog

the datasets of the paper POG

poster_template

some academic posters as references. May we have in-person poster session soon!

pytorch-template

A template for PyTorch projects.

reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

recsim

A Configurable Recommender Systems Simulation Platform

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

chengkai-huang Goto Github PK

Kay's Projects

Recommend Projects

Recommend Topics

Recommend Org