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awesome-public-datasets

A topic-centric list of HQ open datasets in public domains. PR ☛☛☛

azureml_pipeline_template

Azure ML Pipeline Template built from consolidating the tutorials in the MicrosoftDocs/mslearn-aml-labs repo

bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

cliffclive.github.io

composer

Generates video game music using neural networks.

conxn-playlist-curator

Manage Spotify playlists and download metadata for tracks in a playlist

coursera-android

Source Code for Android Course Example Applications

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

datasciencemvp

Data Science template for quickly setting up a project workflow; lightweight version of cookiecutter datascience.

datasciencemvp_blog

datasharing

The Leek group guide to data sharing

dbt_fundamentals

demo project from the dbt fundamentals tutorial

econsim

Economic Simulator in Python

heroku-test-app

Bare bones flask app to test creating a Heroku app from a GitHub repo.

hyper-parameter-tuning

ikelos

a keras toolkit

ismir2018_tutorial

ismir_web

Repository for the ISMIR website

librosa

Python library for audio and music analysis

matchbox

Python implementation of the Matchbox recommender system from Microsoft Research.

musicinformationretrieval.com

Instructional notebooks on music information retrieval.

neuromancy

Framework for building deep learning neural networks using theano (python library).

open-nsynth-super

Open NSynth Super is an experimental physical interface for the NSynth algorithm

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pyfac

Python implementation of Sum-Product for Factor Graphs

pytext

A natural language modeling framework based on PyTorch

skills

A detailed implementation of the TrueSkill algorithm to go along with my "Computing Your Skill" blog post

spotify-api-starter

A starter pack for using the Spotify Web API in Python

spotify-flask

Playing with Spotify API and populating a simple Flask app