fduerwilliam
I am a student at Fudan University, and my interesting research fields in AI, data science, and information Security.
Fudan UniversityShanghai
Pinned Repositories
100-Days-Of-ML-Code
100 Days of ML Coding
100-Days-Of-ML-Code-1
100-Days-Of-ML-Code中文版
acme
A library of reinforcement learning components and agents
amc
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
awesome-emdl
Embedded and mobile deep learning research resources
awesome-model-compression-and-acceleration
a list of awesome papers on deep model ompression and acceleration
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
FedMD_clean
FedMD: Heterogenous Federated Learning via Model Distillation
ieee-iotj
IEEE-IOTJ LATEX 模板
fduerwilliam's Repositories
fduerwilliam/ieee-iotj
IEEE-IOTJ LATEX 模板
fduerwilliam/acme
A library of reinforcement learning components and agents
fduerwilliam/amc
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
fduerwilliam/awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
fduerwilliam/dbhot
git实验
fduerwilliam/DDLO
Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
fduerwilliam/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
fduerwilliam/Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
fduerwilliam/DeepLearning
fduerwilliam/distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
fduerwilliam/DROO
Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
fduerwilliam/FATE
An Industrial Level Federated Learning Framework
fduerwilliam/federated
A framework for implementing federated learning
fduerwilliam/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
fduerwilliam/free-programming-books-zh_CN
:books: 免费的计算机编程类中文书籍，欢迎投稿
fduerwilliam/Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
fduerwilliam/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
fduerwilliam/introRL
Intro to Reinforcement Learning (强化学习纲要）
fduerwilliam/MECOptimalOffloading
Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing
fduerwilliam/models
Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）
fduerwilliam/Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
fduerwilliam/Paddle-Lite
Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎）
fduerwilliam/PaddleFL
Federated Deep Learning in PaddlePaddle
fduerwilliam/Paper-with-Code-of-Wireless-communication-Based-on-DL
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
fduerwilliam/PARL
PARL A high-performance distributed training framework for Reinforcement Learning
fduerwilliam/PipeCNN
An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
fduerwilliam/private-ai-resources
Private machine learning progress
fduerwilliam/PyGrid
A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science
fduerwilliam/PySyft
A library for encrypted, privacy preserving machine learning
fduerwilliam/RL-for-binary-computation-offloading-in-wireless-powered-MEC-networks
It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks", on https://ieeexplore.ieee.org/document/8771176