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alex

Alex Dialogue Systems Framework

alife

modelling artificial creature behavior and emotions with CLA

caer

AER event-based framework, written in C, targeting embedded systems.

cell-viz

cibuildwheel

🎡 Build Python wheels for all the platforms on CI with minimal configuration.

community.research

Community research repository for NuPIC.

contextual-anomaly

Anomaly detection on streaming data (based on HTM/NuPIC, but for generic neural networks)

ctuthesis

LaTeX template for theses at CTU in Prague

dain

Deep Adaptive Input Normalization for Time Series Forecasting

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

folly

An open-source C++ library developed and used at Facebook.

gazebo_ros_pkgs

Wrappers, tools and additional API's for using ROS with Gazebo. Formally simulator_gazebo stack

htm-cla

Hiearchical temporal memory (HTM) cortical learning algorithms (CLA) library in java. Developed on Numenta's HTM CLA research,

htm-school-viz

Visualizations supporting HTM School

htm.java

Hierarchical Temporal Memory implementation in Java - an official Community-Driven Java port of the Numenta Platform for Intelligent Computing (NuPIC).

lbry-rocksdb

Python bindings for RocksDB

libcaer

Minimal C library to access, configure and get/send AER data from sensors or to/from neuromorphic processors. Supported devices are the Dynamic Vision Sensor (DVS), all the DAVIS cameras, and the Dynap-se neuromorphic processor.

linguist

A language-learning AI based on NuPIC

lrucache11

A header only C++11 LRU Cache template class that allows you to define key, value and optionally the Map type. uses a double linked list and a std::unordered_map style container to provide fast insert, delete and update No dependencies other than the C++ standard library. This is a C++11 remake of my earlier LRUCache project (https://github.com/mohaps/lrucache) The goal was to create a fast LRUCache header only library and to avoid any dependencies like boost.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

nab

The Numenta Anomaly Benchmark

neural.benchmark

Comparisons of HTM to other ML algorithms on well known datasets and synthetic anomaly benchmarks

nupic

nupic-history-server

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

nupic-linux64

Python distribution for NuPIC on 64-bit linux

nupic-mouse

A maze-running mouse using the NuPIC cortial learning algorithm.

nupic.audio

Audio (analog, digital) experiments using NuPIC HTM/CLA

nupic.biodat

NuPIC HTM/CLA applied to biological signals (ECG, EEG, eye movements, gesture/walk recognition, behavior modelling)

nupic.core

Core algorithms for NuPIC (under construction).