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acs-project-machine_learning

algorithms4n

Algorithms for Neophyte. This repo consists of some simple algorithms that I have implemented in my college time.

awesome-federated-learning-on-graph-and-gnn-papers

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

cfai

A collection of algorithms of counterfactual explanations.

custom-pooling-operation

Learn how to create a pooling operation from scratch using Pytorch (python) or building your own C++ extension.

facenet

Face recognition using Tensorflow

fede

Source code for paper "FedE: Embedding Knowledge Graphs in Federated Setting"

federatedgraphlearning

fedgraphnn

A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

fedml

(PyTorch > 1.0) A Research-Oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation

friendly-adversarial-training

Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)

highgarden

hydra

Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (https://arxiv.org/abs/2002.10509).

lenet5

My implementation of LeNet5 using only numpy

machine_unlearning

Existing Literature about Machine Unlearning

markdownpicpicker

MarkdownPicPicker is a tool to upload a picture in clipboard to cloud and write a markdown format url of the picture to clipboard

medical-datasets-for-machine-learning

Medical Datasets for Machine Learning 机器学习医学数据

ntu-beamer-theme

A beamer theme for NTU Singapore

opengl-shading-and-reflection

Program that shows usage of Gourand shading and the distance weighted diffuse reflection model

pdgan

pl0-compiler

Compiler written for PL0 programming Language. Written in C, for COP3402 class from UCF.

qcloud-documents

腾讯云官方文档 使用Markdown自动构建

raytracing

CG RayTracing Project by OpenGL. Implement reflection, refraction

representation-learning-on-heterogeneous-graph

Representation-Learning-on-Heterogeneous-Graph

robust-ce

sducontentioncourse

山东大学选课

soil2

SOIL2 is a tiny C library used primarily for uploading textures into OpenGL.

sql-experiment-plantform

https://sql-experiment-plantform.readthedocs.io/en/latest/about.html

sysuai-exer

人工智能原理课程实验1，numpy实现Lenet5，im2col方法实现的