IzuiT

keras

Deep Learning for humans

awesome-courses

:books: List of awesome university courses for learning Computer Science!

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

pandas-cookbook

Recipes for using Python's pandas library

DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

wave

Realtime Web Apps and Dashboards for Python and R

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

smart_open

Utils for streaming large files (S3, HDFS, gzip, bz2...)

datatable

A Python package for manipulating 2-dimensional tabular data structures

webinars

Code and slides for RStudio webinars

sparkit-learn

PySpark + Scikit-learn = Sparkit-learn

iTorch

IPython kernel for Torch with visualization and plotting

spyre

a web application framework for python

palladium

Framework for setting up predictive analytics services

ntm

An implementation of Neural Turing Machines

datascience-anthology-pydata

PyData, The Complete Works of

driverlessai-recipes

Recipes for Driverless AI

vwnlp

Solving NLP problems with Vowpal Wabbit: Tutorial and more

cognizance

Brand Killer: Adblock for real life

FullStackDataAnalysis

Presentation at Perth Data Science Meetup, February 2015

pycast

Python forecasting and smoothing library

GravitationalClustering

New supervised learning method that works through mimicking gravity

nextml

w251-WildTrackAI

WildTrack AI work (started with W251)