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kaggle

Projects on Kaggle datasets

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

lares

Personal Library for Analytics and Machine Learning

largevis

lnpy

Python code for estimation of linear-nonlinear model parameters

matlab-sqlite3-driver

Matlab driver for SQLite3 database

matlab_mid_wrapper

Maximally Informative Dimensions wrapper in MATLAB

meetup_dplyr_talk

Discussion about the dplyr package for data manipulation in R at Philly R Meetup

mex-sqlite3

An extension for MATLAB® or GNU/octave to access sqlite3 databases

mid_lnpestimator

Maximally Informative Dimensions (MID) estimator: nonparametric estimator for LNP model

mid_sm

Squirrel Monkey MID Analysis

midbox

MID analysis code

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.

ml_cheat_sheet

My notes and superstitions about common machine learning algorithms

mlip

Worked out programs from Machine Learning in Python by Michael Bowles

mlpb

Machine Learning Problem Bible | Problem Set Here >>

mner

Constructing and optimizing low-rank second-order maximum noise entropy (MNE) models

mongo-matlab-driver

Matlab driver for MongoDB

mushroom-classification

Using the UC Irvine data for a classification example

mysort

Matlab code for spike sorting

network-analysis-made-simple

For PyCon, PyData, ODSC, and beyond!

neural-networks-demystified

Supporting code for short YouTube series Neural Networks Demystified.

neuronal-spike-sorting

Spike sorting codes and sorting of publicly available data sets

nn-from-scratch

Implementing a Neural Network from Scratch

nnet

Neural networks in NumPy/Cython

nstat

Neural Spike Train Analysis Toolbox for Matlab

numpy_euroscipy2015

Material for the training on Numpy presented at EuroScipy 2015

pambox

Python auditory modeling toolbox.

programming-collective-intelligence

Examples from Programming Collective Intelligence

pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications