TheaperDeng

GNN-Attack-InfMax

Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem

GNN-Generalization-Fairness

Subgroup Generalization and Fairness of Graph Neural Networks

BigDL

BigDL: Distributed Deep Learning Framework for Apache Spark

Ray-Nano-POC

This is a personal repo for Ray + bigdl-nano POC

ray_tsfresh

Using ray to distribute the calculations in tsfresh

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-LLM

paper reading/collection for llm

BigDL-Time-Series-Toolkit

Chronos-workshop

complex-installation-document-panel

Neo Zhang Jianyu is the AI TCE of Intel. The web page is used for AI work.

dattri

dattri-public

`dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.

gha-cicd-env

GitHub Action CI/CD environments

git_learning

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

learngit

learn git from Liaoxuefeng Website

llama-community.cpp

Port of Facebook's LLaMA model in C/C++

mmdetection

OpenVINO Training Extensions Object Detection

MusicTransformer-Pytorch

MusicTransformer written for MaestroV2 using the Pytorch framework for music generation

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

serve

Serve, optimize and scale PyTorch models in production

tdc2023-starter-kit

This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.

TheaperDeng

theaperdeng.github.io

My personal website

training_extensions

Trainable models and NN optimization tools

trak

A fast, effective data attribution method for neural networks in PyTorch

tsfresh

Automatic extraction of relevant features from time series:

UM_Research_Helper

It is a SI507(Intermediate Programming) final project

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/