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jupyterlab

JupyterLab computational environment. This is a very early preview, and is not suitable for general usage yet.

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

mahaon01

neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neuralnetworks

java deep learning algorithms and deep neural networks with gpu acceleration

nltk-trainer

Train NLTK objects with zero code

open-source-machine-learning-degree

Learn machine learning for free, because free is better than not-free.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

pg2dm-python

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

publications

Posts, presentations and papers I've written.

python

All Algorithms implemented in Python

python-learning-resources

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

pythonbooks

Directory of free Python ebooks

pythonds

Data Structures package for Problem Solving with Algorithms and Data Structures using Python

qstrader

QuantStart.com - Advanced Trading Infrastructure

quandl-python

quandl-r

This is Quandl's R Package

quantlib

The QuantLib C++ library

quantsoftwaretoolkit

QuantSoftwareToolkit

rbokeh

R interface to Bokeh http://hafen.github.io/rbokeh/

rcharts_time_series

Quick Summary of R's History of Time Series Charting

scikit-learn

scikit-learn: machine learning in Python

scroll-watcher

A small JavaScript library for scroll-based data-driven graphics.

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for beginners