luispedro/BuildingMachineLearningSystemsWithPython

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luispedro/BuildingMachineLearningSystemsWithPython

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Source Code for the book Building Machine Learning Systems with Python

Building Machine Learning Systems with Python

Source Code for the book Building Machine Learning Systems with Python by Luis Pedro Coelho and Willi Richert.

The book was published in 2013 (second edition in 2015) by Packt Publishing and is available from their website.

The code in the repository corresponds to the second edition. Code for the first edition is available in first_edition branch.

mahotas

Computer Vision in Python

milk

MILK: Machine Learning Toolkit

jug

Parallel programming with Python

diskhash

Diskbased (persistent) hashtable

django-gitcms

A git based cms for django

imread

Read images to numpy arrays

nixml

NIX + YAML for easy to use reproducible environments

pymorph

Python Morphology Toolbox

talk-python-intro

Introduction to Python (Jupyter based)

Jupyter Notebook

hex

Reimplementation of TeX in Haskell: pre-alpha

python-image-tutorial

Python image tutorial (based on ipython notebooks)

Jupyter Notebook

milksets

Machine Learning Toolkit Datasets: A collection of UCI datasets with a Python interface

Programming-for-Scientists

Source Material for a course on Programming targeted at scientists

pythonvision_org

django-gitcms files for http://pythonvision.org

mergedirs

Merge two directories without losing files

luispedro_org

jekyll files for luispedro.org

Coelho2009_ISBI_NuclearSegmentation

Reproducible research archive for "Nuclear segmentation in microscope cell images"

Coelho2021_GMGCv1

libertarian-welfare

Libertarian Welfare State: A Book I'm Writing

dot-link

Dotted Suffix Trees

HBC

My Version of Hal Daumé's Hierarchical Bayesian Compiler

android-fuse

Mount an android device using FUSE

pyslic

irstlm

safeio

Haskell Library for safe (atomic) IO

PenalizedRegression

vita

gitpointer

elgreco

Graphical Models

mahotas-paper

Paper about mahotas

base-user

dot files and the like so that I can set up a new computer with a couple of command line calls

readmagick

Read images in Python using ImageMagick++ : SUPERCEDED BY IMREAD

Coelho2015_NetsDetermination

Reproducible code archive for "Automatic Determination of NET (Neutrophil Extracellular Traps) Coverage in Fluorescent Microscopy Images" by Coelho et al.

website.content

Content for My Website

talk-scientific-communication

Talk on Scientific Oral Communication

safeout

Simple atomic writing for Python

conduit-algorithms

Conduit based algorithms

unpack

Unpack zip/7z/tar.* archives with a consistent interface

programming

Programming: An Introduction. A introductory book on computer programming.

imcol

Image Collection Management

waldo

beiraproject

Beira Project Stuff

jug-presentations

presentations about jug

gitwc

Plot number of chars, words, and lines across time in a repository

Hanu

Utilities for numerics in Haskell

jug-paper

A future paper about jug (written in the open)

fna2faa.rs

outsort

Generic sorting of large datasets (using temporary files as temporary space)

imm-mirna

particles

StructureFunctionOceanTutorial

Jupyter Notebook

ML-for-microbial-communities

Jupyter Notebook

refsweb

Web interface to refs

rbit

tutorial-unit-testing

whim

What Have I Missed

alist

Append List in Haskell

refs

Bibtex Reference Management Software

vision

Vision and Image Processing Library for Python [superceded by mahotas—use that]

tutorial-cluster-usage

cq

mlsegment

rabbit_blog

beiraproject_org

django-gitcms repo for beiraproject.org

TestingNGLESS

blog_luispedro_org

NGH

Next Generation Sequence Handling in Haskell

redundant100

image-difftool

Image diff for git on the command line

binary-instances

Haskell instances of Data.Binary

anscombe

fautils

metarabbit

Posts for metarabbit.wordpress.com

fragile

Lightweight command line unit testing tool for nodejs (with coffescript support)