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adversarial-examples-reading-list

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

app-dl

Deep Learning and applications in Startups, CV, Text Mining, NLP

appliedai_daftpgmdemo

Barebones repo to demonstrate usage of `daft-pgm`, a small package for drawing plate notation diagrams purely in Python.

awe

Compute graph embeddings via Anonymous Walk Embeddings

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

awesome-network-embedding

A curated list of network embedding techniques.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

awesome-readme

A curated list of awesome READMEs

bandicoot

an open-source python toolbox to analyze mobile phone metadata

bayareadlschool

Slides and exercises for the Theano tutorial at the Deep Learning School in Stanford, September 24-25, 2016

bayesian-coresets

Automated Scalable Bayesian Inference

be_great

A novel approach for synthesizing tabular data using pretrained large language models

beta-cores

Coresets for scalable robust pseudo-Bayesian inference

bios366

Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics

bptf

Bayesian Poisson tensor factorization

ca-lda

A Mallet fork with support for CA-LDA described in paper: Immersive Recommendation at WWW'2016

cambridge-beamer

This is a presentation template with the colour scheme of the University of Cambridge

careecosystem

UC Berkeley M.Eng Capstone Program source code for Wearable Computing, Machine Learning and Alzheimer's Disease Project.

cleverhans

A library for benchmarking vulnerability to adversarial examples

convnet-metadata

Caffe definition files for the "Using Deep Learning to Predict Demographics from Mobile Phone Metadata" paper

cpyp

C++ library for modeling with Pitman-Yor processes

daft

Render some probabilistic graphical models using matplotlib

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

dataset-distillation

Dataset Distillation

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepst

Deep Learning for Spatio-Temporal Data

device-analyzer-scripts

dionman.github.io

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn

dlbook_exercises

Exercises for the Deep Learning textbook at www.deeplearningbook.org