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adversarial-robustness-toolbox

Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

algorithmpractice

Self Jorney in Algorithm Practice

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

aws_pyspark

AWS and pyspark application

books

技术资料分享

commonregex

A collection of common regular expressions bundled with an easy to use interface.

complete-javascript-course

Starter files, final projects and FAQ for my Complete JavaScript course

coursera

Quiz & Assignment of Coursera

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dmgi

Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

flower_pretrain

test of pretrain CNN models

flowscope

Implementation code of algorithm described in FlowScope: Spotting Money Laundering Based on Graphs. and thanks for the contribution of the coworkers , i.e. , Shenghua Liu and ZiFeng Li.

fracture_detection_cnn-svm-hog

freeml

Data Science Resources (Mostly Free)

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph2gauss

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

graphembedding

Implementation and experiments of graph embedding algorithms.

graphsage

Representation learning on large graphs using stochastic graph convolutions.

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

isl

An introduction to Statistical Learning

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

leetcode-sol-res

Clean, Understandable Solutions and Resources for LeetCode Online Judge Algorithm Problems.

machine-learning-interview-questions

This repository is to prepare for Machine Learning interviews.

machine_learning_courses

Machine Learning Courses