Long Dang's repositories
Python-API-Development-Fundamentals
Develop a full-stack web application with Python and Flask
apbench
APBench: A Unified Availability Poisoning Attack and Defenses Benchmark
Books
This repository is a collection of famous books that a person who has keen to learn programming, should go through in his career.
Coursera_First_Web_App_Flask
This is my work by following a project based course on Coursera
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
fabric-snippets
Contains snippets that are commonly used across many FABRIC notebooks.
fabrictestbed-extensions
Extensions for the fabric APUI/CLI.
FedML
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).
FedShare
PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.
Hands-On-Generative-Adversarial-Networks-with-Keras
Hands-On Generative Adversarial Networks with Keras, published by Packt
Hands-On-Generative-Adversarial-Networks-with-PyTorch-1.x
Hands-On Generative Adversarial Networks with PyTorch 1.x, Published by Packt
jupyter-examples
Templates for Jupyter notebooks
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
Machine_Learning
A collection of Machine Learning Study
Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
mildlyoverfitted
Paper implementations from scratch and machine learning tutorials
neural-tangents
Fast and Easy Infinite Neural Networks in Python
NeuralTangentKernel-Papers
Neural Tangent Kernel Papers
Papers-of-Robust-ML
Related papers for robust machine learning
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
pytorch-randaugment
Unofficial PyTorch Reimplementation of RandAugment.
simple-fl
This repository contains a simplified federated learning codebase designed mainly for personal or educational purposes. You can use the code from this repo for a commercial use too. However, we will not be responsible for any issues, or damages caused by using the code. For TieSet's official version of STADLE platform, please visit www.stadle.ai
TCT
TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels
Unlearnable-Examples
[ICLR2021] Unlearnable Examples: Making Personal Data Unexploitable