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essentia

C++ library of algorithms to extract features from audio files, including Python bindings.

financial-analysis-python-tutorial

Financial Analysis in Python tutorial

general-notes

Useful notes. Public!

genreclassification

MUSI 6201 Class Assignment

icb_foodbot_t4

Foodbot_NTU_Spring2017_ICB

interview

Interview questions

interview_python

关于Python的面试题

ipythontheanotutorials

learn-git-in-30-days

這是 Will 保哥在 2013 第 6 屆 iT 邦幫忙鐵人賽年度大獎的得獎著作【30 天精通 Git 版本控管】，歡迎大家 fork 我，如果有看見任何文字勘誤，也歡迎利用 pull request 來通知我修正，謝謝！

leetcode

machine-learning-specialization

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

machinelearning

Exercises for the Stanford/Coursera Machine Learning Class

mir

Music Information Retrieval

mir_eval

Evaluation functions for music/audio information retrieval/signal processing algorithms.

models

Models and examples built with TensorFlow

musicsegmentation

a music segmentation algorithm that I proposed and implemented as my undergraduate project. The basic function is: a song is loaded to the system, the system will calculate the chroma(harmonic) and MFCC(timbre) features of the audio input and find the segmentation label by using similarity matrix. Then output the segmented time information of this song

my-tutorial

=)

mymdkproject

nlp-biblio

Deep Learning for Natural Language Processing

nn-theano

Speed up your Neural Network with Theano and the GPU

optimization_in_python

Tutorial on "Modern Optimization Methods in Python"

oreilly-rl-tutorial

Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.

papers-we-love

Papers from the computer science community to read and discuss.

prml

Pattern recognition and machine learning toolbox

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

python-seminar-2015

Materials & Website for the 2015 eScience Python seminar

pythonmachinelearning

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

scikit-learn

scikit-learn: machine learning in Python