TheaperDeng

BigDL-2.x

BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray

ipex-llm

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.

BigDL

BigDL: Distributed Deep Learning Framework for Apache Spark

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

Ray-Nano-POC

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

ray_tsfresh

Using ray to distribute the calculations in tsfresh

TsunamiDataDownload

An SJTU PRP project, which can download and process the data of tsunami caused by an earthquake preliminarily by one click.

VE450

For VE450 mach3 VB script.

dattri

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

TheaperDeng/GNN-Attack-InfMax

Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem

TheaperDeng/GNN-Generalization-Fairness

Subgroup Generalization and Fairness of Graph Neural Networks

TheaperDeng/BigDL

BigDL: Distributed Deep Learning Framework for Apache Spark

TheaperDeng/Ray-Nano-POC

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

TheaperDeng/ray_tsfresh

Using ray to distribute the calculations in tsfresh

TheaperDeng/analytics-zoo

Distributed Tensorflow, Keras, PyTorch and Ray on Apache Spark

TheaperDeng/anomalib

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

TheaperDeng/Autoformer

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

TheaperDeng/awesome-LLM

paper reading/collection for llm

TheaperDeng/BigDL-Time-Series-Toolkit

TheaperDeng/Chronos-workshop

TheaperDeng/complex-installation-document-panel

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

TheaperDeng/gha-cicd-env

GitHub Action CI/CD environments

TheaperDeng/git_learning

TheaperDeng/Informer2020

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

TheaperDeng/learngit

learn git from Liaoxuefeng Website

TheaperDeng/llama-community.cpp

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

TheaperDeng/mmdetection

OpenVINO Training Extensions Object Detection

TheaperDeng/MusicTransformer-Pytorch

MusicTransformer written for MaestroV2 using the Pytorch framework for music generation

TheaperDeng/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.

TheaperDeng/scikit-learn

scikit-learn: machine learning in Python

TheaperDeng/serve

Serve, optimize and scale PyTorch models in production

TheaperDeng/tdc2023-starter-kit

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

TheaperDeng/TheaperDeng

TheaperDeng/theaperdeng.github.io

My personal website

TheaperDeng/training_extensions

Trainable models and NN optimization tools

TheaperDeng/trak

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

TheaperDeng/tsfresh

Automatic extraction of relevant features from time series:

TheaperDeng/UM_Research_Helper

It is a SI507(Intermediate Programming) final project

TheaperDeng/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/