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Y. B.'s Projects

convolutionalrbm.m icon convolutionalrbm.m

A MATLAB / MEX / CUDA-MEX implementation of Convolutional Restricted Boltzmann Machines.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

opendronemap icon opendronemap

OpenDroneMap is a tool to postprocess drone, balloon, kite, and street view data to geographic data including orthophotos, point clouds, & textured mesh. In the tradition of the Ship of Theseus, it was originally forked from qwesda/BundlerTools https://github.com/qwesda/BundlerTools.

quantum-gis icon quantum-gis

QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)

restricted-boltzmann-machine-model-for-sequence-data-applications icon restricted-boltzmann-machine-model-for-sequence-data-applications

Multi-type RBM (Continuous RBM, Gaussian-Bernoulli RBM and Bernoulli-Bernoulli RBM) for sequence data modeling, specificial include continuous RBM and flexible partially surpervised training method(Bengio et al.,2007). This model is adapt to the applications such as financial, atmosphere, geography sequence et al.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

web-crawler-spider- icon web-crawler-spider-

基于Scrapy开发的网络爬虫,用于爬取大众点评,链家和搜房的数据

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