while519 Goto Github PK

adversarial-examples-reading-list

This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.

alsm

R package for Kutner et al. 5th ed. Applied Linear Statistical Models

an-example-running-docker-container-in-sublime-text

Run docker container in sublime text

awesome-causality-data

A data index for learning causality.

baposter

a few Poster templates with LaTeX

bene

An exact Bayesian network structure learning software based on dynamic programming.

birthday

:cake:改改数据,为心爱的人做一个超具创意的网页生日祝福吧~ (生日快乐) https://ajlovechina.github.io/birthday/

blog

causal-cmd

causal-compare

A command-line interface (CLI) for running algorithm comparison tool on simulated data.

causal-discovery-from-nonstationary-heterogeneous-data

Causal Discovery from Nonstationary/Heterogeneous Data.

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causality

Examine The Causal Structure of Data

chadwick_led

coembeddings

machine learing; visualising heterougeneous relationships by representing them as edges between points in an euclidean space

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

doazureparallel

A R package that allows users to submit parallel workloads in Azure

docker_tutorial

Code and helper scripts for article on Medium "How Docker Can Help You Become A More Effective Data Scientist"

document_network

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

gnnpapers

Must-read papers on graph neural networks (GNN)

gradient_vanish_problems

Investigating the gradient vanish problems in neural networks and a thorough study for the its solutions

gridstudio

Grid studio is a web-based spreadsheet application with full integration of the Python programming language.

gsq

G Square Conditional Independence Test

lda

Latent Dirichlet Allocation

ledf_release

Computation of Heterogeneous Object Co-embeddings from Relational Measurements

margin-based_nn

Citation Predictions in Document Networks

metriclearning

For learning to predict in citation networks

networkx

Official NetworkX source code repository.

notears

DAGs with NO TEARS: Continuous Optimization for Structure Learning