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3d-machine-learning

A resource repository for 3D machine learning

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

cartographer

Cartographer is a system that provides real-time simultaneous localization and mapping (SLAM) in 2D and 3D across multiple platforms and sensor configurations.

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

constrained-foopsi

Implementation of the constrained deconvolution spike inference algorithm in Matlab

continuous_time_ca_sampler

The code takes as an input a time series vector of calcium observationsand produces samples from the posterior distribution of the underlying spike in continuous time.

cortipy

Cortical.io REST API client in Python

courses

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

d3

A JavaScript visualization library for HTML and SVG.

datasciencecoursera

datasharing

The Leek group guide to data sharing

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

expsuite

PyExperimentSuite is an open source software tool written in Python, that supports scientists, engineers and others to conduct automated software experiments on a larger scale with numerous different parameters. It reads parameters (or ranges of parameters) from a configuration file, runs the experiments using multiple cores if desired and logs the results in files. Parameter combinations can be evaluated as a grid (each combination of parameters) or in a list (try several defined parameter combinations in row). PyExperimentSuite also supports continuing any experiments where left off when the execution was interrupted (e.g. power failure, process was killed, etc.). The experiment results can be obtained in different ways by a built-in Python interface.

htm-challenge

HTM Challenge 2015

htm-school-viz

Visualizations of Sparse Distributed Representations

htmresearch

Experimental algorithms. Unsupported.

htmresearch-core

humanactivity_cleandata_proj

Cleaning up Human Activity Data with R

humanactivityprediction

Predict Human Activity based on Accelerometer Data

mlalgodemo

moe

A global, black box optimization engine for real world metric optimization.

mtcar_decisiontree

A web-based tool that performs exploratory analysis on the mtcar data

myproject

nab

The Numenta Anomaly Benchmark

nimclass

Class-based implementation of the Nonlinear Input Model (NIM) from Jan 2016-

numenta-apps

HTM based applications and support libraries. Includes Grok for IT Analytics and Grok for Stocks (code name "Taurus").

numenta-web

Numenta Websites and Platform

nupic

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

nupic-history-server

Runs NuPIC behind a web server, exposing internals. For HTM School.

nupic.core

Implementation of core NuPIC algorithms in C++ (under construction)