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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python

A curated list of awesome Python frameworks, libraries and software

bigmemory

Manage massive matrices with shared memory and memory-mapped

bigrf

Random forests for R for large data sets, optimized with parallel tree-growing and disk-based memory

capstone_project

capstone project

cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

courses

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

cricket-prediction

All about cricket analysis

d3-tutorials

D3 Tutorials for CSE512 Data Visualization Course at University of Washington

dat4

General Assembly's Data Science course in Washington, DC

data-science--cheat-sheet

Cheat Sheets

data-science-from-scratch

code for Data Science From Scratch book

datasciencecoursera

Repo for Data Science ToolBox - Course Project

datasciencecoursera-1

datasharing

The Leek group guide to data sharing

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

discovery-hiring-analyst-2016

Task description and data for candidates applying to be a Data Analyst in the Discovery department at Wikimedia Foundation.

docker-stacks

Opinionated stacks of ready-to-run Jupyter applications in Docker.

dotfiles

demo dotfiles things

dsp

data science preparation

dsprework

The prework for Metis Data Science Bootcamp

gradient_boosting_tensorflow_xgboost

Benchmarking Gradient Boosting in TensorFlow and XGBoost

graphlabml

Machine learning tutorial with GraphLab Create

graphreduce

h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles...)

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

hvsarma.github.io

New 'up' theme

hvsarma_old_blog

Recreated

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

insights

Topics investigated or to be investigated