Science杂志公布的机器学习资源
原文地址:http://m.sciencemag.org/site/feature/data/compsci/machine_learning.xhtml
本来想合并到从前的一个机器学习资源汇总的帖子里面,不过这个链接的确汇总了“大量”资源,单开一个帖子,转载。
David Aha's list of machine learning resources.
Home pages of (hundreds of) ML researchers (maintained by David W. Aha).
GMD Machine Learning Archive.
University of California-Irvine (UCI) Machine Learning Page.
University of Illinois / Urbana (UIUC) AI / ML Page.
ML Mailing List Archive (moderated by M.Pazzani).
ILPnet, the Inductive Logic Programming Pan-European Scientific Network.
ILPnet2, Network of Excellence on Inductive Logic Programming (continuation of ILPnet)
Information and links concerning "recursive partitioning" type learning algorithms
Programme "Learning in Humans and Machines" (European Science Foundation)
ACL Special Interest Group on Natural Language Learning
International Grammatical Inference Community Homepage (Mirror)
`Programming by Example' Homepage (MIT Media Lab)
UC Irvine Repository of ML Programs (FTP)
C4.5 latest release - patches (Ross Quinlan)
AutoClass - Information and Source Code
MSBN --- The Microsoft Bayesian Networks Modeling Tool
MLC++ Machine Learning Library in C++ (R. Kohavi, Stanford Univ.)
SGI MLC++ 2.0 for / from Silicon Graphics
WEKA Machine Learning workbench (Univ. of Waikato, NZ)
TMiner (Java), by F. Berzal and J. Cubero, University of Granada
TiMBL 1.0 (Tilburg Memory Based Learner), Tilburg University, The Netherlands
LIBSVM (support vector machines library for classification), by C.Chang and C.Lin
SVM Light (Support Vector Machine), T.Joachims
SNoW Learning Architecture 2.0 (Univ. of Illinois at Urbana/Champaign)
SUBDUE Substructure Discovery System (University of Texas at Arlington)
CBA (Classification Based on Associations), National University of Singapore
DB2 UDB and Intelligent Miner for educational or research purposes (IBM)
ROC Convex Hull program for comparing classifiers (T. Fawcett & F. Provost)
BKD (Bayesian Knowledge Discoverer) -- Induction of Bayesian Belief Networks
BAYDA (Bayesian Discriminant Analysis) (Univ. of Helsinki)
MCLUST / EMCLUST (Model-based Clustering Software)
MLT - Machine Learning Toolbox (Esprit Project)
STATLOG (Esprit Project)
Peter Clark's ML Software (UTexas)
Belief Network Power Constructor (Windows NT)
Imperial College Prolog 1000 Database
UC Irvine Machine Learning Repository (HTML, FTP)
UC Irvine Knowledge Discovery in Databases (KDD) Archive
DELVE (Data for Evaluating Learning in Valid Experiments) - Univ. of Toronto
Proben1 --- A Set of Neural Network Benchmark Problems (Size: ~2Mb !!)
Proben1 --- Description (Tech Report)
STATLOG (Esprit Project)
EconData - Economic Time Series Data (Univ. of Maryland)
National Space Science Data Center (NSSDC) - Info about many NASA data sets
FEDSTATS (links to > 70 statistical agencies in the U.S.)
United States Census Bureau
Extensive US Census Data (Ron Kohavi / SGI): File 1 (12.5 MB), File 2 (10 MB)
RISE -- Repository of Information Sources Used in Information Extraction Tasks (USC/ISI)
KDD-Cup-98 (large dataset + results of competition)
ML Papers in PostScript format (UC Berkeley)
Meta-List of Machine Learning Bibliographies (D.Aha/P.Turney)
Bibliography on context-sensitive learning (P.Turney, NRC, Ottawa)
Bibliography on automated text categorisation (F.Sebastiani, Univ. of Pisa)
Information Server of the MLNetII Training Committee (taxonomy + examples of ML concepts)
Glossary of Data Mining Terms (by Two Crows)
ILPnet, the Inductive Logic Programming Pan-European Scientific Network
ILPnet2, Network of Excellence on Inductive Logic Programming (continuation of ILPnet)
ESPRIT Project BRA 6020 (ILP) home page - Kath. Univ. Leuven
ILP programs (GOLEM,...), datasets, etc. (from Esprit ILP project and ILPNet)
FOIL Sources - latest release (Ross Quinlan)
Computing Lab, Univ. of Oxford, ILP sources
FOCL Macintosh application anduser manual
FOCL Common LISP source code
UC Irvine Knowledge Discovery in Databases (KDD) Archive
Knowledge Discovery Mine, KDD Nuggets, etc. (G. Piatetsky-Shapiro)
Knowledge Discovery Mine, KDD Nuggets, etc. (NEW - from March 1, 1997)
The Data Mine (Birmingham)
KDD Projects Home Pages
KDD Page, Vanderbilt University
Search engine for quickly searching database research bibliographies
IJCAI-95 KDD tutorial (U. Fayyad)
Collection of Machine Discovery Terminology
Data Mining and Knowledge Discovery - an International Journal
Intelligent Data Analysis (IDA) - An International Journal
"Information Shootout Project" - description and data sets
Mixture Modelling page (D. Dowe)
ECOBWEB: a public domain clustering tool (Y. Reich)
Reinforcement Learning Archive at GMD
Reinforcement Learning Repository, Michigan State University
CMU's Reinforcement Learning Page
Rich Sutton's Reinforcement Learning Archive
EVONET (European Network of Excellence in Evolutionary Computing)
The Genetic Algorithms Archive
Learning and Soft Computing (Book + Software, V. Kecman, MIT Press, 2001)
The Backpropagator's Online Reading List and Review
Pattern Recognition Page (Delft Univ. of Technology, The Netherlands)
Kovach Computing Services - Statistics Shareware and useful links
GRKPACK software: Fitting Smoothing Spline ANOVA Models for Exponential Families
Software for Bayesian learning for neural networks (R. Neal)
NN Benchmarking Page
R - A Public Domain Statistics + Graphics Package
COLT Home Page
COLTBIB (extensive bibliography of COLT literature)
Archive of COLT Conferences
Archive of ALT Conferences
Archive of EuroCOLT Conferences
Archive of AII Workshops
Intelligent Applications, Ltd. (UK; Data Mining)
KDD Page, IBM Almaden Research Center
Silicon Graphics, MLC++ Team
Thinkbank, Inc
Ultragem Data Mining
Knowledge Discovery One, Inc. (KD1)
RuleQuest Research (J.R.Quinlan)
PARTEK - Data Analysis and Modelling
MIT (Management Intelligenter Technologien) GmbH, Aachen, Germany
Megaputer Intelligence
MineSoft Ltd
SPSS Inc
Exclusive Ore Inc. (Data Mining, USA)
Science杂志公布的机器学习资源相关推荐
- 值得收藏的机器学习资源
Deep Learning(深度学习): ufldl的2个教程(这个没得说,入门绝对的好教程,Ng的,逻辑清晰有练习):一 ufldl的2个教程(这个没得说,入门绝对的好教程,Ng的,逻辑清晰有练习) ...
- 手机上的机器学习资源!Github标星过万的吴恩达机器学习、深度学习课程笔记,《统计学习方法》代码实现!...
吴恩达机器学习.深度学习,李航老师<统计学习方法>.CS229数学基础等,可以说是机器学习入门的宝典.本文推荐一个网站"机器学习初学者",把以上资源的笔记.代码实现做成 ...
- 《SCIENCE》公布的125个科学前沿问题
世界顶级科学杂志<SCIENCE>公布的125个科学前沿问题 在庆祝SCIENCE创刊125周年之际,该刊杂志社公布了125个最具挑战性的科学问题,发表在7月1日出版的专辑上.在今后1/4 ...
- 优秀!史学博士在Science杂志发表一篇学术评论
6月23日,社会历史学院博士研究生孙一笑撰写的学术评论" Ending Racism by drawing lessons from historical studies"在国际顶 ...
- 精心推荐自己收藏的机器学习资源
前言 随着AI领域的持续火热,越来越多的人开始自学AI .自学AI的第一个难题是如何找到有用的学习资源,网上的资源太多了,某些网友用截图的方式发了机器学习资源到QQ群,资源多到可以让人放弃自学AI,几 ...
- .NET平台机器学习资源汇总,有你想要的么?(转)
出处:http://www.cnblogs.com/asxinyu/p/4422050.html 阅读目录 1.开源综合类 2.开源.NET平台非综合类 3.其他资源与技术博客 4.我的100篇博客之 ...
- .NET平台机器学习资源汇总,有你想要的么?
接触机器学习1年多了,由于只会用C#堆代码,所以只关注.NET平台的资源,一边积累,一边收集,一边学习,所以在本站第101篇博客到来之际,分享给大家.部分用过的 ,会有稍微详细点的说明,其他没用过的, ...
- 写给人类的机器学习 六、最好的机器学习资源
六.最好的机器学习资源 原文:The Best Machine Learning Resources 作者:Vishal Maini 译者:飞龙 协议:CC BY-NC-SA 4.0 用于制定人工智能 ...
- 国外程序员整理机器学习资源大全
我想很多程序员应该记得 GitHub 上有一个 Awesome - XXX 系列的资源整理.awesome-machine-learning 就是 josephmisiti 发起维护的机器学习资源列表 ...
- 《Risk》杂志公布风险管理技术最新排名-2005
2005-01-10 <Risk>杂志公布风险管理技术最新排名 来源:Risk 发布时间:2005-1-10 15:37:46 全球金融风险技术权威杂志<Risk>通过对全球3 ...
最新文章
- CPU状态信息us,sy,ni,id,wa,hi,si,st含义
- 超全大厂数据结构面试
- Android开发之fragment传递参数的两种方法
- 蓝桥杯第八届省赛JAVA真题----拉马车
- 开源mes系统_如何让iMES系统快速落地变得so easy?
- 因下面文的损坏或丢失windows/system32/config/system 解决方法
- git回退历史版本无法上传_Git实用教程(四) | Git本地库操作(查看提交历史、版本前进回退)...
- [转]说说大型高并发高负载网站的系统架构
- 11月3日 迅雷白金会员vip账号分享 91freevip 23:00更新
- 项目的webinf文件在哪_PMP章节练习(第四章:项目整合管理)
- 数学画图软件_云山小学进行信息技术培训:画图软件的小妙用
- java字节码查看器_jclasslib 64位
- [WIFI]破解工具-BT4+unetbootin+spoonwep/wpa
- wenz ces123
- (转载)神级代码编辑器 Sublime Text 全程指南
- 算法学习的一些个人心得
- 1-(2-甲氧基乙基)-3-乙基咪唑三氟甲基磺酸盐{[C22O1IM][TfO]}离子液体
- android 耳机监听权限,android 耳机监听
- 下载了JFLASH安装后还出现The select device is unknown to this version of the J-LINK software
- html 预览 base64 PDF