Kekun HU's repositories
FPGA-ASIC-Roadmap
A roadmap for those who want to build a career as an FPGA / ASIC Engineer
awesome-mixture-of-experts
A collection of AWESOME things about mixture-of-experts
GRU4Rec
GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.
EasyRec
A framework for large scale recommendation algorithms.
intent-capsnet-pytorch
IntentCapsNet implementation in Pytorch
capsule-GAN
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
openai-translator
ๅบไบ ChatGPT API ็ๅ่ฏ็ฟป่ฏๆต่งๅจๆไปถๅ่ทจๅนณๅฐๆก้ข็ซฏๅบ็จ - Browser extension and cross-platform desktop application for translation based on ChatGPT API.
pandora
ๆฝๅคๆ๏ผไธไธช่ฎฉไฝ ๅผๅธ้กบ็ ็ChatGPTใPandora, a ChatGPT that helps you breathe smoothly.
ChatGPTAuthHelper
A simple Chrome extension to help you login ChatGPT.
Awesome-CLIP
Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).
nanobdd
First-ever high-performance thread-safe BDD library
MIND
Pytorch implementation of paper: Multi-Interest Network with Dynamic Routing for Recommendation at Tmall
multimodal-self-distillation
A generalized self-supervised training paradigm for unimodal and multimodal alignment and fusion.
recommenders
Best Practices on Recommendation Systems
distributed-graph-partitioner
Scripts to install and run experiments with various distributed graph partitioners
heinsen_routing
Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.
RecSysDatasets
This is a repository of public data sources for Recommender Systems (RS).
KGs-Survey
This is a repository of knowledge graphs survey paper that will be updated periodically.
MultiscaleGraphSignalTransforms.jl
MultiscaleGraphSignalTransforms.jl is a collection of software tools written in the Julia programming language for graph signal processing including HGLET, GHWT, eGHWT, NGWP, Lapped NGWP, and Lapped HGLET. Some of them were originally written in MATLAB by Jeff Irion, but we added more functionalities, e.g., eGHWT, NGWP, etc.
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. ๐20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. ๐ Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
mabwiser
[IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library
CTSMA-ICML21
Code for ICML21 paper "Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation"
agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
DeepMatrixCapsules
Deep Matrix Capsules Implementation
tugraph-db
TuGraph is a high performance graph database.
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
gli
๐ Graph Learning Indexer: a contributor-friendly and metadata-rich platform for graph learning benchmarks. Dataloading, Benchmarking, Tagging, and more!
mab2rec
Mab2Rec: Multi-Armed Bandits Recommender
metis
Interpreting Deep Learning-Based Networking Systems (SIGCOMM 2020)
DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.