cyrusdioun Goto Github PK

awesome-machine-learning

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

causaltree

Working repository for Causal Tree and extensions

data-police-shootings

The Washington Post is compiling a database of every fatal shooting in the United States by a police officer in the line of duty in 2015 and 2016.

deep_learning

dlab-text-working-group

Berkeley DLAB Python & Text Working Group. Files are contributed by students using tutorials (Neal Caren/NLTK) and developing scripts that build upon, concatenate, and/or adapt open source code.

ggplot2

An implementation of the Grammar of Graphics in R

git-fundamentals

A starting point for discovering the wonderful world of Git, GitHub, and Git Annex (Assistant)

go

The Open Source Data Science Masters

h2o-training

training material

h2oensemble-benchmarks

Benchmarks of the H2O Ensemble R interface.

hadoop

Scripts for MapReduce processing of Twitter data.

jimmy_ml_sandbox

kinscore

pandas-cookbook

Recipes for using Python's pandas library

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

poll.emic

A tool for visualizing a Twitter user's relationships

r_useful_dlab

Materials for Useful Stuff in R Workshop, D-Lab, UC Berkeley

reddit-analysis

A Python script that parses post titles, self-texts, and comments on reddit and makes word clouds out of the word frequencies

scikit-learn

scikit-learn: machine learning in Python

scikit-learn-tutorial

Applied Machine Learning in Python with scikit-learn

selva_airline_time

skimage-tutorials

Scikit-image tutorials

test

training-scripts

Scripts to launch cluster used for Strata

twitter-lda

Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)