ivanajw Goto Github PK

auto-sklearn

autograd

Efficiently computes derivatives of numpy code.

betty-cropper

A work-in-progress image cropper.

clouddream

Deepdreaming in the clouds: A Dockerized deepdream Guide

courses

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

data-science-ipython-notebooks

Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes

datasciencecoursera

datasharing

The Leek group guide to data sharing

demo_lidar

Depth Enhanced Monocular Odometry (camera and lidar version)

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

free-programming-books

golearn

Machine Learning for Go

gplearn

Genetic Programming in Python, with a scikit-learn inspired API

kalman-and-bayesian-filters-in-python

Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.

lstm

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

neon

Nervana's python based Deep Learning Framework

neural-network-papers

nolearn

scikit-learn compatible wrappers for neural net libraries, and other utilities.

nupic

Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms.

peer-assessments-getting-and-cleaning-data-course-project

Getting and Cleaning Data - Peer Assessment This repository contains the R script run_analysis.R to tidy Human Activity Recognition Using Smartphones Data Set.

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

pybrain

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

scikit-learn

scikit-learn: machine learning in Python

sklearn-theano

Scikit-learn compatible tools using theano

theano

Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python