aurora1625/mlf
大数据机器学习框架
Discovered public repositories for aurora1625 in the GitHub catalog.
大数据机器学习框架
ZIA Code Repository
Public repository.
Trying to complete over 100 projects in various categories in Python. Fork to learn any new language.
Mirror of the aima-python svn repository
Python library for processing Chinese text
Publish some codes in this repositoy
Smarthosts
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
Create word clouds in JavaScript.
Source Code for the book Machine Learning Systems with Python
Public repository.
A newcomer's (angry) guide to data types in R
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
Python wrapper for Chinese word segmentation and POS tagging
Visualizing Star Wars scripts with arc diagrams
A little word cloud generator in Python
Factorization machines in python
Python for NLPIR
Code from the article "Drawing Good-looking Trees" in Python Magazine
A Bloom Filter Tutorial
Practice Python with colored grids in the IPython Notebook
Public repository.
Keyphrase Extraction Benchmark
A corpus built for the evaluation of automatic keyphrase extraction systems.
MLTK -- the Machine Learning Toolkit -- is a suite of C++ open source modules of Machine Learning.
结巴中文分词
Yet another Chinese word segmentation package based on character-based tagging heuristics and CRF algorithm
Notebooks for "Python for Signal Processing" book
Files for my scikit-learn tutorial at PyCon 2013
Big Data Tutorial
tutorial materials
Alternating Directions Dual Decomposition
machine learning, distributed, admm
Python algorithms for regularized regression
Very concise notes on machine learning and statistics.
University of Alaska Fairbanks LaTeX letter head
Public repository.
The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)
Collection of various python utilities, recipes, and "gutted" components of other projects.
Programs and scripts that test performance of WordNet similarity measurements using different settings
Scripts for Named Entity Recognition data preparation
Lectures on scientific computing with python, as IPython notebooks.
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
Config files for vim and tmux.
Implementation of Majority Judgement voting in python
Non-parametric Bayesian in Python, including Indian buffet process (IBP), infinite Gaussian mixture model (IGMM), hierarchical Dirichlet process (HDP).
A Latent Dirichlet Allocation implementation in Python. Learning of LDA is based on Variational Inference.
Example Python client for Mendeley's Open API
Simple structured learning framework for python