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amazon-sagemaker-examples

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

appmode

A Jupyter extensions that turns notebooks into web applications.

audio_transcriber

Transcodes audio & video files to text, supports MP3, M4A, WAV, MP4, MKV, AVI, MPG & MPEG. No Online API's. Python 3

awesome-public-datasets

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

aws-deepcomposer-samples

bachbot

Python expert system for generating musical counterpoint for a main melody given to the system.

bachbot-1

Use deep learning to generate and harmonize music in the style of Bach

beatgan2.0

AI Drums:

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

classical-piano-composer

combo-driver

a house for things

cootools

data-analytics-portfolio

Employed statistical analysis, data summarization, exploratory data analysis, data visualization, supervised & unsupervised ML techniques, NLP , PCA, and k-means clustering to analyze data of ‘Top Performing S&P 500 Stocks’ utilizing Python (numpy, pandas, matplotlib, seaborn, plotly, and scikit-learn) and Google Colab to choose the best investment vehicle

data_holder

holds csv files for us in Azure Jupyter and Colaboratory

deepbach

code accompanying "DeepBach: a Steerable Model for Bach Chorales Generation" paper

eurorack

Eurorack modules

fecon235

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

financial_utility_applications

Contains a list of software utilities and programs for financial calculations.

generative_music_playground

This is a list of links for anyone who wants to explore making music with machine learning

github-slideshow

A robot powered training repository :robot:

grocerystoredataset

Grocery Store Dataset

how_to_generate_music_in_tensorflow_live

keras-gan

Keras implementations of Generative Adversarial Networks.

lstmgan-for-melody-generation

An LSTM GAN implementation for music generation from MIDI files. The work closely follows work on GAN hacks in https://github.com/soumith/ganhacks

machinelearningstocks

Using python and scikit-learn to make stock predictions

magenta

Magenta: Music and Art Generation with Machine Intelligence

magenta-demos

Demonstrations of Magenta Models

magenta-studio

Magenta Studio is a collection of music plugins built on Magenta’s open source tools and models

melody.py

Brute-force generation of ten-note cantus firmus melodies and first species counterpoint

music

Using ML to generate music