xiaoyili/ITint5
Solve problems from ITint5 Online Judge.
Discovered public repositories for xiaoyili in the GitHub catalog.
Solve problems from ITint5 Online Judge.
Solutions for the book: Cracking the coding interview V4. Written in C++.
Public repository.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Matlab Environment for Deep Architecture Learning
Local response normalization layer
A variation on Deep Belief Networks that allows labels to be used in pretraining. The application is tracing tongue surface contours from ultrasound images
Provides ROS Interface to Kenichi Kurihara's matlab code for Variational Dirichlet Process Gaussian Mixture Models
Dirichlet process mixture model code in Matlab. Sampling and variational.
Wei Le Xiaoyi
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.
Implementation of some deep learning algorithms.
Public repository.
Matlab Code for Restricted/Deep Boltzmann Machines and Autoencoders
Deep Learning (Python, C/C++, Java)
Extreme Learning Machine implementation in Python
Python tools for Dota 2
Tools to manipulate and extract data from wikipedia dumps
MWParserFromHell is a Python parser for MediaWiki wikicode.
Public repository.
Public repository.
Theano implementation of different optimization algorithms
Implementation of Vose's Alias algorithm in python
Simplistic RBM and DP
Python module for creating n-grams from a chunk of text.
scrapy crawler
Solution to Facebook's link prediction contest on Kaggle.
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
scikit-learn: machine learning in Python
Deep Learning Tutorial notes and code. See the wiki for more info.
A Machine Learning library based on Theano
test crawler
Python library of web-related functions
My own python library