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ae_ts

Auto encoder for time series

basic_address_matching_demo

Supporting code for address-matching presentation

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

bokeh

Interactive Web Plotting for Python

bokeh-dashboard-webinar

Examples for Bokeh Dashboard webinar

datasets

A collection of all my datasets

dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

fft_ma

Gaussian random fields by fast fourier transform using the moving average approach

handy

Hand-drawn sketchy rendering in Processing

hr

Why are our best and most experienced employees leaving prematurely?

imagefill.js

The jQuery plugin for making images fill their containers (and be centered)

islr-python

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

libsdae-autoencoder-tensorflow

A simple Tensorflow based library for Deep autoencoder and denoising AE.

mopidy-tidal

Tidal Backend plugin for Mopidy

msgpack-matlab

MessagePack for Matlab

msgpack-numpy

Serialize numpy arrays using msgpack

pyautodiff

Automatic differentiation for NumPy

pychargen

pydata_docker_jupyterhub

Docker container with a PyData stack and JupyterHub server

pyesn

Echo State Network mini-library

pylms

Logitech Media Server (Squeezebox Server, SqueezeCenter, SlimServer) API for Python

requests-kerberos

An authentication handler for using Kerberos with Python Requests.

rpi-lms

docker image for logitech media server on raspberry pi

seaborn

Statistical data visualization using matplotlib

simple_esn

simple Echo State Networks integrated with scikit-learn

tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tensorflow-echostatenetwork

Echo state network implementation on tensorflow

tensorflowdeepautoencoder

MNIST Digit Classification Using Stacked Autoencoder And TensorFlow

tidalapi

Unofficial Node.js TIDAL API

wheelbuildchart

Visualization of spoke tension in a bicycle wheel