Pinned Repositories
ALife
modelling artificial creature behavior and emotions with CLA
htm-cla
Hiearchical temporal memory (HTM) cortical learning algorithms (CLA) library in java. Developed on Numenta's HTM CLA research,
neural.benchmark
Comparisons of HTM to other ML algorithms on well known datasets and synthetic anomaly benchmarks
nupic.biodat
NuPIC HTM/CLA applied to biological signals (ECG, EEG, eye movements, gesture/walk recognition, behavior modelling)
openDS-oss
Mirror of the OpenDS.de car driving simulator
yolact
A simple, fully convolutional model for real-time instance segmentation.
htm.core
Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python
NAB
The Numenta Anomaly Benchmark
nupic.py
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
nupic.visualizations
Web application for interactive graphs, anomaly highlighting and online monitoring.
breznak's Repositories
breznak/openDS-oss
Mirror of the OpenDS.de car driving simulator
breznak/neural.benchmark
Comparisons of HTM to other ML algorithms on well known datasets and synthetic anomaly benchmarks
breznak/nupic.biodat
NuPIC HTM/CLA applied to biological signals (ECG, EEG, eye movements, gesture/walk recognition, behavior modelling)
breznak/caer
AER event-based framework, written in C, targeting embedded systems.
breznak/contextual-anomaly
Anomaly detection on streaming data (based on HTM/NuPIC, but for generic neural networks)
breznak/redshift
Redshift adjusts the color temperature of your screen according to your surroundings. This may help your eyes hurt less if you are working in front of the screen at night.
breznak/cell-viz
breznak/cibuildwheel
🎡 Build Python wheels for all the platforms on CI with minimal configuration.
breznak/ctuthesis
LaTeX template for theses at CTU in Prague
breznak/dain
Deep Adaptive Input Normalization for Time Series Forecasting
breznak/detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
breznak/folly
An open-source C++ library developed and used at Facebook.
breznak/htm-school-viz
Visualizations supporting HTM School
breznak/lbry-rocksdb
Python bindings for RocksDB
breznak/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.
breznak/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.
breznak/mmdetection
OpenMMLab Detection Toolbox and Benchmark
breznak/NAB
The Numenta Anomaly Benchmark
breznak/nupic
breznak/nupic-history-server
Runs NuPIC behind a web server, exposing internals. For HTM School.
breznak/nupic.audio
Audio (analog, digital) experiments using NuPIC HTM/CLA
breznak/nupic.core
Core algorithms for NuPIC (under construction).
breznak/nupic.visualizations
Web application that graphs CSV files.
breznak/online_parameter_optimization
Parameter optimization performed online (during learning), uses file-interface for compatibility with different algorithms/languages.
breznak/QtAdb
Android File Manager using Android Debug Bridge and based on Qt
breznak/slre
Super Light Regexp engine for C/C++
breznak/tensorflow
Computation using data flow graphs for scalable machine learning
breznak/unified-encoders
Collection of encoders (input layer) from various projects and for various modalities (numeric, audio, NLP, ...) that can be used by neural networks/ML
breznak/xtensor-benchmark
Easy to use benchmarks for linear algebra frameworks
breznak/yolact
A simple, fully convolutional model for real-time instance segmentation.