qiyuangong
Ph.D / Southeast University / Privacy Preserving Machine Learning/ Deep Learning / Big Data / LLM
IntelChina, Shanghai
Pinned Repositories
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.
SSM
Smart Storage Management for Big Data, a comprehensive hot/cold data optimized solution
Basic_Mondrian
The raw mondrian is designed for numerical attributes. When comes to categorical attributes, Mondrian needs to transform categorical attributes to numerical ones. This transformations is not good for some applications. In 2006, LeFevre proposed basic Mondrian, which support both categorical and numerical attributes. This repository is an implementation for basic Mondrian.
Clustering_based_K_Anon
cluster based generalization for k-anonymity
Deep_Learning_Exercise
Deep Learning Exercise and Notebook
How_to_Search_and_Read_a_Paper
本文档适合于刚入学的硕士和博士(计算机专业最好，其他专业可参考)。
leetcode
Python & JAVA Solutions for Leetcode
Mondrian
Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).
Mondrian_L_Diversity
Mondrian for L-diveristy. It's not available now.
qiyuangong's Repositories
qiyuangong/leetcode
Python & JAVA Solutions for Leetcode
qiyuangong/How_to_Search_and_Read_a_Paper
本文档适合于刚入学的硕士和博士(计算机专业最好，其他专业可参考)。
qiyuangong/Mondrian
Python Implementation for Mondrian Multidimensional K-Anonymity (Mondrian).
qiyuangong/Basic_Mondrian
The raw mondrian is designed for numerical attributes. When comes to categorical attributes, Mondrian needs to transform categorical attributes to numerical ones. This transformations is not good for some applications. In 2006, LeFevre proposed basic Mondrian, which support both categorical and numerical attributes. This repository is an implementation for basic Mondrian.
qiyuangong/Deep_Learning_Exercise
Deep Learning Exercise and Notebook
qiyuangong/image_classification_redis
Image Classification based on Analytics-Zoo and Redis
qiyuangong/Zoo_Benchmark
qiyuangong/ChatGPT-Web
qiyuangong/analytics-zoo
Distributed Tensorflow, Keras and BigDL on Apache Spark
qiyuangong/auto_optimization
OpenVINO auto_optimization
qiyuangong/BigDL-core
Core HW bindings and optimizations for BigDL
qiyuangong/BigDL-PPML-Azure-Occlum-Example
qiyuangong/bigdl-project.github.io
qiyuangong/chatgpt-next-web
qiyuangong/confidential-computing-zoo
Confidential Computing Zoo provides confidential computing solutions based on Intel SGX, TDX, HEXL, etc. technologies.
qiyuangong/confidential-container-samples
Repo of Azure Kubernetes service based sample implementations leveraging Azure Confidential Computing Nodes.
qiyuangong/CS234_Reinforcement_Learning
CS234: Reinforcement Learning Winter 2019
qiyuangong/cython_example
A simple Cython example
qiyuangong/E2E_DL_benchmark
qiyuangong/FATE
An Industrial Grade Federated Learning Framework
qiyuangong/graphene
Graphene / Graphene-SGX - a library OS for Linux multi-process applications, with Intel SGX support
qiyuangong/ipex-llm
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.
qiyuangong/occlum
Occlum is a memory-safe, multi-process library OS for Intel SGX
qiyuangong/openvino
OpenVINO™ Toolkit - Deep Learning Deployment Toolkit repository
qiyuangong/ppdpes
qiyuangong/ppdpes_core
qiyuangong/ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
qiyuangong/spark
Apache Spark - A unified analytics engine for large-scale data processing
qiyuangong/Tensorflow_Java_Hello
Tesorflow Java API Test
qiyuangong/Zoo_Stream_Inference
Spark Streaming inference/predict based on analytics-zoo