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adversarial-learning-notes

Notes for adversarial learning

amazonaccess

Amazon Employee Access Challenge

angular-d3-starter-app

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

autodl_starting_kit_stable

Starting kit for AutoCV/AutoDL challenge

autogbt

AutoGBT is used for AutoML in a lifelong machine learning setting to classify large volume high cardinality data streams under concept-drift. AutoGBT was developed by a joint team ('autodidact.ai') from Flytxt, Indian Institute of Technology Delhi and CSIR-CEERI as a part of NIPS 2018 AutoML for Lifelong Machine Learning Challenge.

av-for-concept-drift-in-automl

Code for Adversarial Validation Approach to Concept Drift Problem in Automated Machine Learning Systems

awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

baseline

bayesian-analysis-notes

benchm-dl

Playing with various deep learning tools and network architectures

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

birdclef-2021

Code for the Cornell Birdcall Identification competition

bitstarter

This is a barebones Node.js app using the Express framework.

blockchain-notes

blog

blog-archive

caffe

Caffe: a Fast framework for neural networks. For the most recent version, check out branch dev. For a more stable version, check out branch master.

cat-in-the-dat

캐글 컴피티션 코드 정리 팁

causalml

Uplift modeling and causal inference with machine learning algorithms

causeeffectpairschallenge

cheatsheet

data-science-career-development

resources for career development in data science

data-science-glossary

data-science-process-management

Resources for Data Science Process management

data-science-toolbox

A collection of command-line tools that facilitate the obtaining, scrubbing, and exploring of data.

decaf-release

Decaf is DEPRECATED! Please visit http://caffe.berkeleyvision.org/ for Caffe, the new framework that has all the good things: GPU computation, full train/test scripts, native C++, and an active community!

deepbeliefsdk

The SDK for Jetpac's iOS Deep Belief image recognition framework

deeplearning

default_loan_prediction

Code for Kaggle's Default Loan Prediction - Imperial College London challenge.