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ai-immersion-workshop

Workshop materials from the AI Immersion Workshop, for attendees to access and use

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

azure-tdsp-utilities

Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science

bayesab

🐢 bayesAB: Fast Bayesian Methods for A/B Testing

caffe

Caffe: a fast open framework for deep learning.

categorical-encoding

A library of sklearn compatible categorical variable encoders

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

datascience350

Material for UW Extension Data Science 350

datascience_coursera

datasharing

The Leek group guide to data sharing

dydatasf2016visualization

Materials for the PyData San Francisco 2016 visualization tutorial

lime

Lime: Explaining the predictions of any machine learning classifier

lstm-human-activity-recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

mlwr

Machine Learning with R

prediction2016

Predictions for the 2016 ASA Election Prediction Contest

projects

resume

Resume

strata2017

Repository for the "Exploration and visualization of large, complex datasets with R, Hadoop, and Spark" tutorial at Strata Hadoop World 2017

swirl_courses

:mortar_board: A collection of interactive courses for the swirl R package.

tensorflow

Computation using data flow graphs for scalable machine learning

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow