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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

blog

Data, code, and scripts for the analysis in the Mode blog.

cabox

convolutional-network

A convolutional neural network from scratch

corbinian

CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations

cov-est

Covariance estimation library used in "Improved Estimation and Interpretation of Correlations in Neural Circuits."

cs231n.github.io

Public facing notes page

csv2sqlite

Python script to load CSV to SQLite

datajoint-matlab

High-level relational database interface for MATLAB

datajoint-python

relational data pipelines for the science lab

datasharing

The Leek group guide to data sharing

datawrangling

The ultimate reference guide to data wrangling with Python and R

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

demoneuralnet

Toy project to create a simple working neural net in R

dsreading

Readings in Data Science: theory and practice

effectivetensorflow

TensorFlow tutorials and best practices.

ggthemr

Themes for ggplot2.

glmspiketools

Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).

gqm

Fitting routines for moment-based estimation of a Generalized Quadratic Model (GQM)

gramm

Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library.

iccp

ifb

From "Identifying functional bases for multidimensional neural computations"

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

iml

iml: interpretable machine learning R package

imlplots

Create Interpretable Machine Learning plots and analyse them in a interactive Shiny dashboard

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

ipython-notebooks

A collection of IPython notebooks covering various topics.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code

islrlabs

R programming labs for the book Introduction to Statistical Learning