Philosophy We strive to create an environment conducive to many different types of research across many different time scales and levels of risk. Learn more about our Philosophy Learn more

Embed all xvideos to your site at once! There are no restriction to the number of videos you can place on your site. Many large sites use our videos. Embedding videos is more interesting for you than sending traffic directly to other sites. Here is a link to easily import our database of embeddable videos to your site. It contains about 7,000,000 videos with video URL, thumb URL, tags, duration, t
An official website of the United States government Here's how you know The .gov means itâs official. Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure youâre on a federal government site. The site is secure. The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted sec
Obtaining Search Engine Transaction Logs There are currently six transaction logs available for release. They are: Excite_1997_small. Excite_1997_large Excite_1999 Excite_2001 AlltheWeb_2001 AlltheWeb_2002 AltaVista_2003 (four files, one from each vertical: Web, Audio, Image, Video) At the moment, these are the only transaction logs available. Please email me, Jim Jansen, if you would like access
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How (Not) To Use Pythonâs Walrus Operator The Walrus operator, introduced in Python 3.8, enables assignment within expressions, but requires careful use to maintain readability. And this tutorial will teach you how. By Bala Priya C, KDnuggets Contributing Editor & Technical Content Specialist on August 15, 2024 in Python Beginnerâs Guide to Careers in AI and Machine Learning The AI and ML complexi
The AOL query log We have modeled the AOL query-log as an undirected bipartite labeled graph with two kinds of vertices: query and URL, and with (multi-)labels on both edges and vertices. A query/URL vertex is labeled with a query/URL occurring in the AOL query-log, respectively. An edge (q,u) between a query vertex q and a URL vertex u is defined if query q has lead some user of AOL to click on t
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Open research positions in SNAP group are available at undergraduate, graduate and postdoctoral levels. Social networks : online social networks, edges represent interactions between people Networks with ground-truth communities : ground-truth network communities in social and information networks Communication networks : email communication networks with edges representing communication Citation
This sentiment dataset supersedes the previous data (still available here). Link to download the data: [unprocessed.tar.gz] (1.5 G) [processed_acl.tar.gz] (19 M) [processed_stars.tar.gz] (33 M) This sentiment dataset has been used in several papers: John Blitzer, Mark Dredze, Fernando Pereira. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification. Associat
The MNIST database of handwritten digits, available from this page, has a training set of 60,000 examples, and a test set of 10,000 examples. It is a subset of a larger set available from NIST. The digits have been size-normalized and centered in a fixed-size image. It is a good database for people who want to try learning techniques and pattern recognition methods on real-world data while spendin
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