[B! machine-learning] IanLewisのブックマーク

IanLewis id:IanLewis

machine-learningに関するIanLewisのブックマーク (28)

Online Machine Learning Testing == Extreme Testing
IanLewis 2010/10/05
machine-learning

testing
リンク
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
MetaOptimize Q+A - machine learning, natural language processing, artificial intelligence, text analysis, information retrieval, search, data mining, statistical modeling, and data visualization
Where scientists ask and answer questions on machine learning, natural language processing, artificial intelligence, text analysis, information retrieval, search, data mining, statistical modeling, and data visualization.Where scientists ask and answer questions on machine learning, natural language processing, artificial intelligence, text analysis, information retrieval, search, data mining, sta
IanLewis 2010/07/09
Where data geeks ask and answer questions on machine learning, natural language processing, artificial intelligence, text analysis, information retrieval, search, data mining, statistical modeling, and data visualization!

q&a

machine-learning

artificial-intelligence

natural-language

data-mining

data-visualization

statistics

visualization
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
Softmax function - Wikipedia
The softmax function, also known as softargmax[1]: 184 or normalized exponential function,[2]: 198 converts a vector of K real numbers into a probability distribution of K possible outcomes. It is a generalization of the logistic function to multiple dimensions, and used in multinomial logistic regression. The softmax function is often used as the last activation function of a neural network to
IanLewis 2010/06/22
The softmax activation function is a neural transfer function. In neural networks, transfer functions calculate a layer's output from its net input. It is a biologically plausible approximation to the maximum operation [1].

machine-learning

softmax

neural-net
リンク
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IanLewis 2010/06/19
ASI specializes in sentiment analysis, powered by cutting edge machine learning methods. From major blog networks, to social networks, to community reviews sites, JuLiA offers automated comment moderation, user-profiling, and a series of reporting tools to enhance and streamline the entire community

filtering

semantic-analysis

machine-learning
リンク
https://dmg.org/pmml-v3-0.html
IanLewis 2010/06/08
The Predictive Model Markup Language (PMML) is an XML-based language which provides a way for applications to define statistical and data mining models and to share models between PMML compliant applications.

data-mining

machine-learning

xml

pmml
リンク
tutorials [Auton Lab]
By: Jeff Schneider, Mary Soon Lee, Andrew Moore Description: A tutorial on using the Windows Vizier software, which provides a GUI for doing fast and autonomous locally weighted learning and nearest neighbor style learning. The Vizier software itself is available for free download at http://www.cs.cmu.edu/~awm/vizier, where you will find more details. Description: This is a link to the Auton Codin
IanLewis 2010/06/04
The following links point to a set of tutorials on many aspects of statistical data mining, including the foundations of probability, the foundations of statistical data analysis, and most of the classic machine learning and data mining algorithms.

machine-learning

nlp

data-mining
リンク
BLOG::broomie.net: 機械学習・自然言語処理のリソースリンク集
いつもネット上で機械学習やNLPに関する便利そうなツールや，有用なドキュメント，動画，ツールなどをメモしているのですが，今後の調査のためにどこかに一つに集約しておきたいなあ，と思い，この記事に集約しておくことにしました．昨今，自動リンク集や，自動インデックス作成に関して研究が盛んにされていますが，これは人力リンク集です！リンク先はほとんどさらっとしか見ていないので本当に有用かどうか保証できませんが，興味を持ったものは掘り下げて別の記事で紹介したいと思います．おもしろいものを見つけしだい，このエントリーは更新していきたいと思います． ※ 有名どころをカバーしているわけではありません，あくまで気まぐれで追加していきます．．． ※ いくつかカテゴリ間で重複します解説・読み物系リソース全般 Statistical Data Mining Tutorials Tutorial Slides by
IanLewis 2010/06/04
machine-learning

text-processing

nlp
リンク
Kaggle: Your Machine Learning and Data Science Community
Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals.
IanLewis 2010/05/28
Kaggle facilitates better predictions by providing a platform for data mining, bioinformatics and forecasting competitions.

machine-learning

data-mining

research

statistics
リンク
Google Prediction API — Google Developers
Try Gemini 1.5 models, our newest multimodal models in Vertex AI, and see what you can build with a 1M token context window
IanLewis 2010/05/20
The Prediction API enables access to Google's machine learning algorithms to analyze your historic data and predict likely future outcomes.

prediction

data-mining

machine-learning

google
リンク
Google Code Archive - Long-term storage for Google Code Project Hosting.
Code Archive Skip to content Google About Google Privacy Terms
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
Videolectures
IanLewis 2010/03/15
We introduce confidence-weighted linear classifiers, a new class of algorithms that maintain confidence information about classifier parameters. Learning in this framework updates parameters by estimating weights and increasing model confidence. We investigate a new online algorithm that maintains a

linear-classification

machine-learning

classification

text

text-processing
リンク
http://opencog.org/wiki/The_Open_Cognition_Project
IanLewis 2010/02/25
Here at OpenCog, we're creating an open source Artificial General Intelligence framework, intended to one day express general intelligence at the human level and beyond.

opencog

machine-learning

artificial-intelligence

cognition

c++
リンク
Feature (computer vision) - Wikipedia
In computer vision and image processing, a feature is a piece of information about the content of an image; typically about whether a certain region of the image has certain properties. Features may be specific structures in the image such as points, edges or objects. Features may also be the result of a general neighborhood operation or feature detection applied to the image. Other examples of fe
IanLewis 2010/02/22
In computer vision and image processing the concept of feature is used to denote a piece of information which is relevant for solving the computational task related to a certain application.

computer-vision

machine-learning

image-processing

image
リンク
m-police | 株式会社ミログ
m-policeとは、CGMサイトにおけるユーザーの不適切投稿を、99%の超高精度で自動検出することができる、サイト機械監視ツールです。従来の単語ベースのフィルタリングでは、「高レベル」と言われるＮＧワードが含まれる投稿しか検知できませんでした。 m-policeは、東京大学辻井研究室、東京工業大学奥村研究室との共同研究により、係り受け解析、構文解析等を用いてNGワード等を含まない「中レベル」の不適切投稿まで検知できるのが、強みになっております。 m-policeでは、NGフィルタリングを、「誹謗」「卑猥」「自殺」「勧誘」「個人情報」などを中心に、１６項目以上に細分化した重層フィルタリングで構成されています。基本的には、EMA基準等に準拠した形でのフィルタリングに加え、会社様、サイト様ごとの独自基準にあわせたカスタマイズも可能となっております。
IanLewis 2010/02/22
m-policeã¨ã¯ãCGMãµã¤ãã«ãããã¦ã¼ã¶ã¼ã®ä¸é©åæç¨¿ãã99%ã®è¶é«ç²¾åº¦ã§èªåæ¤åºãããã¨ãã§ããããµã¤ãæ©æ¢°ç£è¦

ng-word

machine-learning

service
リンク
言語処理学会第16回年次大会(NLP2010)
概要言語処理学会第16回年次大会は，東京大学本郷キャンパスで開催します． ○情報処理学会創立50周年記念全国大会との共催について本年次大会は，情報処理学会との共催となり，言語処理学会のアクティビティを専門外の方々に知らしめるチャンスであります．ただ，結果として例年より非会員による発表申し込みが増加することがあり得ます．例年よりは多めの発表が可能になるよう，会場等を手配しておりますが，極端な場合にはすべての発表申し込みに発表時間を割り当てることができなくなる可能性があります．そうした場合，申し込みが遅い発表は，ご希望の発表形式以外で発表していただく，あるいは，発表ができなくなることもあり得ますが，ご了承ください． ○大会発表募集例年通り，自然言語に関する理論から応用まで幅広い研究発表を募集します．とくに，言語学，教育学，心理学など，日頃「言語処理」とは縁が薄いと感じておられる人
IanLewis 2010/02/19
nlp

event

machine-learning

natural-language
リンク
Pattern recognition - Wikipedia
4.1Classification methods (methods predicting categorical labels) 4.2Clustering methods (methods for classifying and predicting categorical labels) 4.3Ensem ble learning algorithms (supervised meta-algorithms for combining multiple learning algorithms together)
IanLewis 2010/01/26
Pattern recognition is "the act of taking in raw data and taking an action based on the category of the pattern"[1]. Most research in pattern recognition is about methods for supervised learning and unsupervised learning.

pattern-recognition

image

machine-learning

image-processing
リンク
MeaningTool.com is for sale | HugeDomains
IanLewis 2010/01/26
Add a semantic flavor to your apps. With Meaningtool you can create your own Semantic Trees and let its intelligence learn new concepts to filter and categorize websites, text and users in any language!

meaningtool

semantic-web

data-mining

machine-learning
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
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