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Wayne's starred repositories

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

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kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

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LightTable

The Light Table IDE ⛺

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Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

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CLRS

:notebook:Solutions to Introduction to Algorithms

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data-science-from-scratch

code for Data Science From Scratch book

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janus

Vim distribution

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machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

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PRMLT

Matlab code of machine learning algorithms in book PRML

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lucida

Speech and Vision Based Intelligent Personal Assistant

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DeepLearningTutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

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scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

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xv6-chinese

中文版的 MIT xv6 文档

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acat

Assistive Context-Aware Toolkit (ACAT)

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juliusjs

A speech recognition library for the web

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Chartbuilder

A front-end charting application that facilitates easy creation of simple beautiful charts

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sms-tools

Sound analysis/synthesis tools for music applications

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gotgithub

GotGitHub: an open source E-book about GitHub in Chinese

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kaggle-ndsb

Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)

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tutorials

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rnn_ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

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caffe-oneclick

Use caffe to train your own data in just one click

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PythonForDataScience

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PRML

PRMLのアルゴリズムをPythonで実装したサンプルプログラム

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intro_machine_learning

Introduction to Machine Learning, a series of IPython Notebook and accompanying slideshow and video

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cloud-asr

Cloud-based Automatic Speech Recognition (ASR) platform and a public ASR webservice.

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vim-for-python

vim scripts and configuration to ease the python programming using vim

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