[B! Python][machine-learning] IanLewisのブックマーク

IanLewis id:IanLewis

Pythonとmachine-learningに関するIanLewisのブックマーク (5)

Homepage — Modular toolkit for Data Processing (MDP)
News 09.03.2016 MDP 3.5 released! This is a bug-fix release Note that from this release MDP is in maintenance mode. 13 years after its first public release, MDP has reached full maturity and no new features are planned in the future. If you plan to do serious machine learning in Python, use sklearn. Note though that some algorithms, notably SFA and Growing Neural Gas, are only available in MDP. We
IanLewis 2010/08/23
Modular toolkit for Data Processing (MDP) is a Python data processing framework. From the user's perspective, MDP is a collection of supervised and unsupervised learning algorithms and other data processing units that can be combined into data processing sequences and more complex feed-forward netwo

machine-learning

python

data-mining
リンク
http://www.mblondel.org/journal/2010/06/21/semi-supervised-naive-bayes-in-python/
IanLewis 2010/06/22
machine-learning

bayesian

bayes

python
リンク
Google Code Archive - Long-term storage for Google Code Project Hosting.
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IanLewis 2010/03/31
Bayesian estimation, particularly using Markov chain Monte Carlo (MCMC), is an increasingly relevant approach to statistical estimation. However, few statistical software packages implement MCMC samplers, and they are non-trivial to code by hand. PyMC is a python module that implements the Metropoli

markov-chain

monte-carlo

statistics

machine-learning

python
リンク
NLTK :: Natural Language Toolkit
Natural Language Toolkit¶ NLTK is a leading platform for building Python programs to work with human language data. It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, wrappers for industrial-strength NLP libraries, and an ac
IanLewis 2010/01/23
Open source Python modules, linguistic data and documentation for research and development in natural language processing, supporting dozens of NLP tasks, with distributions for Windows, Mac OSX and Linux.

python

linguistics

machine-learning

data-mining

natural-language

nltk

artificial-intelligence
リンク
Rolling with Ruby on Rails
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IanLewis 2010/01/19
Decision trees are a topic of artificial intelligence. More specifically, they belong to the subfield of machine learning. This is due to their ability to learn--through example--to classify individual records in a data set.

algorithm

statistics

machine-learning

python
リンク
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