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aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

arcgis-python-api

Documentation and samples for ArcGIS API for Python

automl_service

Deploy AutoML as a service using Flask

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

beer-case-study

black

The uncompromising Python code formatter

capstone_smu_kunwar_lancon_stroud

Test and production code for casptone

cloudcomputingproject

columbiax-statistical-thinking-for-data-science

This repo contains some R learning activities we created for the course I for the ColumbiaX series on Data Science and Analytics on edX.

computational-neuroscience-uw

Python scripts that supplement the Coursera Computational Neuroscience course by the University of Washington

data-mining-project-msds-7331

data-science--cheat-sheet

Cheat Sheets

dataminingnotebooks

This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.

datasci_course_materials

Public repository for course materials for the Data Science at Scale Specialization at Coursera

educationdatanc

The Belk Endowment Educational Attainment Data Repository for North Carolina Public Schools

examples-in-python

flask-by-example

flask, heroku, environment variables, sqlalchemy, flask-migrate, redis

flask-todoapp

The example TODOapp developed using Flask, Vertabelo, SQLAlchemy and Bootstrap.

go

The Open Source Data Science Masters

go-bot-drl

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

lime

Lime: Explaining the predictions of any machine learning classifier

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

mds-7374-business-analytics

Repo for data sets, assignments readings and other materials for Business Analytics

msds-6373-time-series

Here is the one stop shop for ppts, docs and other materials related to the course!

msds7331-data-mining

This repo is to store all the works we will do in MSDS 7331 Data Mining class.

msds7333-qtw-case-studies-1

nlp-notebooks

A collection of notebooks for Natural Language Processing from NLP Town

nltk