Entropy & coding

Опубликовано: 14 Май 2020
на канале: Ben Langmead

6,100

Discussion of worst-case entropy, Shannon entropy, zero order empirical entropy, unambiguous codes, prefix codes and Huffman coding.

── Course & channel links ──
Course playlist: Burrows-Wheeler Indexing
• Burrows-Wheeler Indexing

── About the author ──
Ben Langmead is a Professor of Computer Science at Johns Hopkins University, where his research spans bioinformatics, computational biology, and data-intensive science. He is the author of Bowtie and Bowtie 2; his group has also developed software like Kraken 2 and resources like recount3 and Index Zone, as well as methods for pangenome indexing and querying, based on e.g. the r-index and move structure. His group's methods have been cited over 130,000 times, and he is the winner of awards including an NSF CAREER award, a Sloan Research Fellowship, the Benjamin Franklin award for contributions to open access, and multiple awards for teaching and mentorship. Ben is the founder and principal of InOrder Labs LLC (https://inorderlabs.com), an expert consulting firm in bioinformatics and computational biology.

Channel: / @benlangmead
Teaching materials: https://langmead-lab.org/teaching.html

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