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< title > FOSSY 2024 | Presentation: QuMat: Apache Mahout' s Quantum Computing Interface< / title >
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< h1 class = "page-title" > QuMat: Apache Mahout' s Quantum Computing Interface< / h1 >
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338 | < span class = "presentation-time" data-starttime = "2024-08-04T15:00:00" data-endtime = "2024-08-04T15:45:00" > Sun 04 Aug 3 p.m.– 3:45 p.m.< / span >
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< img src = "https://secure.gravatar.com/avatar/5b23c1615a981c24d52543713fbfaa42?s=120&d=mp" alt = "Andrew Musselman" class = "rounded-circle img-fluid" >
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< strong > < a href = "../../../speaker/profile/394/index.html" > Andrew Musselman< / a > < / strong > < br / >
< a href = "https://twitter.com/akm" > @akm< / a > < br / >
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< div class = "bio" > Andrew works on data and analytics, and runs software teams for a living. He has contributed to the Apache Mahout project for a decade and been an ASF member for four years.< / div >
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< h2 class = "mt-4" > Abstract< / h4 >
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< div class = "abstract pb-4" > < p > Apache Mahout (< a href = "https://mahout.apache.org" rel = "nofollow" > https://mahout.apache.org< / a > ) is a linear algebra library for building machine learning solutions, and up until this year focused on compute back-ends such as Spark and Flink for processing training data into predictions. More recently the project has adopted quantum compute back-ends as well. The QuMat (< a href = "https://github.com/apache/mahout?tab=readme-ov-file#qumat" rel = "nofollow" > https://github.com/apache/mahout?tab=readme-ov-file#qumat< / a > ) library is a Python-based interface to multiple quantum computing systems, starting with IBM's Qiskit, which allows researchers and developers to assemble quantum logic gates into circuits that can run on simulators as well as utility-scale quantum computers. This talk will provide a brief introduction to quantum computing, including the data structures used along with some basic logic gates (< a href = "https://github.com/apache/mahout/blob/main/docs/basic_gates.md" rel = "nofollow" > https://github.com/apache/mahout/blob/main/docs/basic_gates.md< / a > ), and will demo QuMat software running in a notebook that will be shared after the talk.< / p > < / div >
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