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tonsam's Projects

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

micropython icon micropython

MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

nupic icon nupic

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

nupic.core icon nupic.core

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

nupic.vision icon nupic.vision

Tools for using Numenta/nupic on visual problems like image recognition.

ppg icon ppg

Code to estimate HR from PPG signals using Subspace Decomposition and Kalman filter for the dataset of 22 PPG recordings provided for the 2015 IEEE Signal Processing Cup (SP Cup) competition. The traces are stored in folder 'DATABASE'. Please cite this publication when referencing this material: "Measuring Heart Rate During Physical Exercise by Subspace Decomposition and Kalman Smoothing", IEEE Transaction on Instrumentation & Measurement.

prototype icon prototype

Prototype Microbit/Reference Implementation

pxt icon pxt

Microsoft MakeCode (PXT - Programming eXperience Toolkit)

pxt-microbit icon pxt-microbit

A Blocks / JavaScript code editor for the micro:bit built on Microsoft MakeCode

pythoneditor icon pythoneditor

A MicroPython editor for the BBC micro:bit that works with browsers.

spcup2015_ppg_learning icon spcup2015_ppg_learning

An implementation referencing "Hsu, YungChien, Yen-Liang Lin, and Winston Hsu. "Learning-based heart rate detection from remote photoplethysmography features." Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on. IEEE, 2014."

supervised_infogan icon supervised_infogan

A tensorflow implementation of informative generative adversarial network (InfoGAN ). I've added supervised loss to original InfoGAN.

tensorflow-zh icon tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tiny icon tiny

Tiny Face Detector, CVPR 2017

transana icon transana

Cross-platform software for Qualitative Analysis of video, audio, still image, and text data

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