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aurora1625

Discovered public repositories for aurora1625 in the GitHub catalog.

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aurora1625/Projects

Trying to complete over 100 projects in various categories in Python. Fork to learn any new language.

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aurora1625/pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

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aurora1625/luigi

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.

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aurora1625/mltk

MLTK -- the Machine Learning Toolkit -- is a suite of C++ open source modules of Machine Learning.

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aurora1625/gkseg

Yet another Chinese word segmentation package based on character-based tagging heuristics and CRF algorithm

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aurora1625/arsenal

Collection of various python utilities, recipes, and "gutted" components of other projects.

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aurora1625/NER

Scripts for Named Entity Recognition data preparation

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aurora1625/spearmint

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

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aurora1625/PyNPB

Non-parametric Bayesian in Python, including Indian buffet process (IBP), infinite Gaussian mixture model (IGMM), hierarchical Dirichlet process (HDP).

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aurora1625/PyLDA

A Latent Dirichlet Allocation implementation in Python. Learning of LDA is based on Variational Inference.

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