eraly Goto Github PK

2015

Public material for CS109

art-of-node

a short introduction to node.js

awesome-deep-learning-papers

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

chart-art

content

Official content for Harvard CS109

coursera_ds03_assignment

coursera_ds_ml

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-learning-models

Keras code and weights files for popular deep learning models.

deeplearning4j

Deep Learning for Java, Scala & Clojure on Hadoop, Spark

deeplearning4j-docs

Documentation for Deeplearning4j - Deep Learning for the JVM, Java & Scala

deeplearning4j-examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

dl4j-python-examples

dl4j-python-executable

dl4j-rnns

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

fasttextex

interview_problems

Example coding interview problems found through online resources, Cracking the Code book, mentors and colleagues. An additional robust resource for example interview questions and solutions is at https://github.com/mmihaljevic/algortihms_challenges.

keras-test-import

lasagne-googlenet

Implementation of GoogLeNet with lasagne and theano

libnd4j

nd4j

Fast, Scientific and Numerical Computing for the JVM (NDArrays)

parse_ptx

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 ;)

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

runtimes_3p8_3p9