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Travis E. Oliphant

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Building the Next Generation of Open Source AI ToolingPyTorch Conference 20252025-10-22
OpenTeams describes an open-source platform called Nibari that installs a Jupyter-based AI stack in about 30 minutes and evolves into a modular AI deployment…
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Keynote: The Promise of PyTorch as a General-Purpose Array-Oriented Computational..PyTorch Conference 20232023-10-16
Argues that PyTorch now serves as a general-purpose array backend by implementing the Array API, so libraries like scikit-learn and SciPy can dispatch to a…
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KeynotePyData Seattle 20232023-04-26
History of building and distribution dominates: creation of NumPy and SciPy, an early workshop that became PyData in 2012, and a packaging focus that produced…
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Python for Speed, Scale, and SciencePython fwdays'20 online conference2020-05-16
Claims that Python scales and speeds using real tools not promises: NumPy and SciPy turn Python lists into byte blobs for fast array ops, Anaconda reached ~20…
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Extending Python Into the FuturePyData Austin 20192019-12-07
A proposal to build ePython, a typed-subset extension language that compiles one source to multiple runtimes (CPython PyPy RustPython MicroPython Jython…
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uarray: Separating interface from implementationPyData Austin 20192019-12-07
Claims that NumPy must separate interface from implementation and that __array_ufunc__ and __array_function__ are insufficient, and presents a working…
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Q&A with Keynote Travis OliphantPyData Austin 20192019-12-07
A candid account of how open source converts to cash claims 3,000 copies sold (~$90,000) with ~$60,000 funding a PhD student, argues that companies monetize…
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Keynote: The Business of Open SourcePyData DC 20182018-11-16
Argues that open source succeeds or fails on concrete economics not slogans, citing SciPy hits 1.0 after 17 years and NumPy ~700 contributors as evidence of…
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uarray - Efficient and Generic Array ComputationPyData DC 20182018-11-16
Claims a practical system uarray that rewrites array expressions via the Mathematics of Arrays to eliminate temporaries and unneeded work, then emits code for…
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Travis Oliphant - Chief Data Scientist and co-founder of Continuum AnalyticsPyData Barcelona 20172017-05-19
Filmed at PyData Barcelona 2017 www.pydata.org PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData…
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KEYNOTE: Scaling Out PyDataPyData London 20162016-05-06
Claims that Python now scales both up and out with concrete tools and numbers: numba compiles Python to native code with GPU targets and reports up to 2000x…
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Building the PyData CommunityPyData Berlin 20142014-07-25
Describes building PyData around a nonprofit called num Focus claiming US 501c3 status to fund numpy scipy pandas IPython and community activities, funded…
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Packaging and DeploymentPyData Berlin 20142014-07-25
Shows concrete, repeatable packaging: use conda environments to install Python, numpy, scipy and switch between 2.7/3.x; conda uses a SAT solver and a simple…
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