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Jared P. Lander - Taking R From Hours to Seconds

12/02/2020
Views 769
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algorithm, c++, computer, dimension, graphics processing unit, speed, tensor, 64-bit computing, array data structure, cuda, cartesian coordinate system, control flow, for loop, function (mathematics), geodetic datum, geographic coordinate system, latitude, longitude, map, matrix (mathematics), number, polygon, sparse matrix, square root, subroutine
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Scaling up Python for Geo with Distributed Computing

08/16/2021
Views 259
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algorithm, artificial intelligence, cloud computing, compiler, data analytics, data visualization , geographic information system, graphics processing unit, machine learning, modeling, numpy, software , array data structure, cuda, computer file, infographic, login, project jupyter, python (programming language), raster graphics, shader, shading, stack (abstract data type), user (computing), vector graphics, multispectral image, shuttle radar topography mission, terrain cartography, scientific computing, rasterisation, artificial intelligence 2020, scipy2021, science research
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Accelerating Spectroscopic Data Processing Using Python and GPUs on NERSC Supercomputers

08/15/2021
Views 410
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artificial intelligence, astronomy , central processing unit, data science, engineering, graphics processing unit, machine learning, numpy, nvidia, python, science, software engineering, unit testing, cuda, correlation and dependence, dark energy, hyperparameter optimization, kernel (operating system), message passing interface, multi-core processor, parallel computing, physical cosmology, profiling (computer programming), supercomputer, surveying, telescope, diffraction, charge-coupled device, point spread function, optical spectrometer, quasar, python 2021, scipy2021, python tutorial, science research, python virtual conference
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Performance Analysis with Timemory

08/15/2021
Views 273
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api, brand, c++, central processing unit, computer hardware, data science, engineering, flash memory, graphics processing unit, innovation, json, machine learning, mathematics, python, science, xml, array data structure, cuda, cython, data type, environment variable, input/output, integer, interface (computing), logarithm, message passing interface, method (computer programming), modular programming, profiling (computer programming), subroutine, variable (computer science), scientific computing, scientific computing conference 2021, scipy2021, technical computing , python virtual conference
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Speedup your model scoring with Hummingbird

08/14/2021
Views 427
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artificial intelligence, bird, compiler, data science, deep learning, engineering, internet, learning, machine learning, music, neural network, neuroscience, prediction, python, reason, science, software engineering, abstraction, artificial neural network, bit, cuda, cancer, diesel engine, goal, graph (abstract data type), metallica, plato, potato, valuation (finance), word, decision tree, scientific computing, scipy2021, science research
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cuCIM A GPU image I o and processing library | SciPy 2021

08/14/2021
Views 1.29 K
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api, artificial intelligence, central processing unit, deep learning, graphics processing unit, interoperability, machine learning, numpy, python, science, software engineering, cuda, communication protocol, computer data storage, exposure (photography), grayscale, image segmentation, interface (computing), library (computing), modular programming, package manager, parallel computing, python (programming language), retinopathy, software bug, software framework, solid-state drive, scientific computing, histogram equalization, geforce 10 series, scipy tutorial, technical computing , python tutorial, python virtual conference
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Distributed statistical inference with pyhf powered by funcX | SciPy 2021

08/15/2021
Views 221
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artificial intelligence, c++, cloud computing, data science, energy, engineering, machine learning, physics, software development, atlas experiment, cern, cuda, higgs boson, large hadron collider, matter, parallel computing, parameter, particle physics, proton, supercomputer, universe, weak interaction, boson, dark matter, electromagnetism, scientific computing, fundamental interaction, physics beyond the standard model, scipy2021, technical computing , python tutorial, python virtual conference, nuclear force
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Pluto on JuliaHub

04/08/2021
Views 1.22 K
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api, bluetooth, computing, graphics processing unit, html, machine, mathematics, neural network, youtube, application software, bit, cuda, computer file, convolutional neural network, file system, graphical widget, julia (programming language), laptop, mnist database, pluto, server (computing), software release life cycle, iso 9660, juliahub, julia hoffman, newton's method
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Characterizing Massively Parallel Polymorphism

03/30/2021
Views 32
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central processing unit, color, compiler, data, engineering, graphics processing unit, language, memory, mining, simulation, spider-man, cuda, construction, control flow, data structure, dynamic dispatch, global positioning system, graph (abstract data type), library (computing), parallel computing, polymorphism (computer science), program optimization, runtime system, virtual function, virtual memory, gpu computing, polymorphism
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GNNMark: A Benchmark Suite to Characterize Graph Neural Network Training on GPUs

03/29/2021
Views 140
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algorithm, computer, database, graphics processing unit, machine learning, neural network, open-source software, prediction, scalability, social network, system, video, amazon elastic compute cloud, application software, cuda, cartesian coordinate system, domain name system, function (mathematics), library (computing), online and offline, parallel computing, recommender system, server (computing), sparse matrix, von neumann architecture
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tinyML inference SW – where do we go from here?

03/24/2022
Views 606
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automation, bluetooth, computer graphics, computer programming, concept, graphics processing unit, intel, internet, language, machine learning, machine learning tools, microcontroller, mind, nvidia, reason, software , tensorflow, abstraction, cuda, double-precision floating-point format, integrated circuit, pleasure, stack (abstract data type), world wide web, tinyml, computer science 2021, computer science conference 2021, computer science event, computer science event 2021, machine learning 2021, tinyml foundation, tinyml2021 panel discussion, tinyml talks 2021
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[Arm DevSummit - Keynote] Day 1 Keynotes

10/06/2020
Views 971
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automation, cloud computing, computer programming, computer security, computer vision, deep learning, graphics processing unit, hypervisor, internet of things, ios, nvidia, operating system, robotics, sustainability, sustainable development, wildfire, arm architecture, air pollution, cuda, chrome os, linaro, microsoft windows, radio-frequency identification, fujitsu a64fx
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Talk: From NumPy to PyTorch, A Story of API Compatibility

05/14/2021
Views 3.15 K
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compiler, data science workflow, deep learning, neural network, numpy, python, pytorch, tensor, unit testing, array data type, artificial neural network, cuda, complex number, data type, error, fast fourier transform, floating-point arithmetic, hardware acceleration, inheritance (object-oriented programming), kernel (operating system), number, python (programming language), snippet (programming), subroutine, template (c++), eigenvalues and eigenvectors, python software foundation, pycon us, pycon us 2021, python talks 2021, pycon talks 2021, python 2021, python talk 2021, adding numpy operators to pytorch, api compatibility, data science workflow python, mike ruberry python, numpy operators, pytorch and hardware accelerators, randall hunt python, when pytorch is different from numpy, working with tensors, multiplicative inverse
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ASIC-based parallel processing for flexible multi-coin platform

07/23/2020
Views 43
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algorithm, bitcoin, computer, cryptocurrency, engine, engineering, graphics processing unit, internet, mining, music, nvidia, pollution, reason, siri, technology, youtube, 32-bit computing, cuda, computer data storage, floating-point arithmetic, instruction set architecture, parallel computing, switch, tablet computer, performance per watt, ddr sdram
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Introduction to Conda for (Data) Scientists Tutorial | SciPy 2020 | David Pugh

07/06/2020
Views 3.42 K
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computer programming, data science, deep learning, graphics processing unit, linux, numpy, nvidia, operating system, python, scipy, software , source code, anaconda (python distribution), application software, bash (unix shell), cuda, command-line interface, computer cluster, hard link, julia (programming language), macintosh, microsoft windows, package manager, patch (computing), porting, text editor, binary runtime environment for wireless, conda
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HOOMD-blue: A High Performance Scalable Particle Simulation Python Library |SciPy 2020| Butler

07/06/2020
Views 2.56 K
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api, cloud computing, compiler, computer, computing, evolution, graphics processing unit, materials science, numpy, python, scipy, simulation, snapchat, time, cuda, force, inheritance (object-oriented programming), interface (computing), library (computing), message passing interface, molecular dynamics, monte carlo method, object (computer science), parallel computing, parameter, profiling (computer programming), snapshot (computer storage), temperature, material science, monte carlo methods, particle simulations
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Bringing GPU support to Datashader: A RAPIDS case study |SciPy 2020| Jon Mease

07/06/2020
Views 1 K
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central processing unit, compiler, computer programming, gpu, graphics processing unit, machine learning, numba, numpy, nvidia, pixel, python, rapids, visualization, array data structure, cuda, fortran, general-purpose computing on graphics processing units, input/output, just-in-time compilation, kernel (operating system), library (computing), machine code, numerical analysis, parallel computing, pipeline (computing), python (programming language), rgb color model, shader, subroutine, high performance python, datashader, histogram equalization
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Arkouda: Terascale Data Science at Interactive Rates |SciPy 2020| Ben Albrecht

07/06/2020
Views 1.09 K
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api, computer programming, data science, high performance computing, interactivity, jupyter, numpy, pandas, performance, programmer, python, scalability, software , source code, cuda, computer program, control flow, fortran, hostname, interface (computing), library (computing), message passing interface, modular programming, network socket, parallel computing, project jupyter, python (programming language), runtime system, supercomputer, table (information), high performance python, interactive computing, scalable computing
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GPU Packaging for the Community | SciPy 2020 | John Kirkham

07/06/2020
Views 1.09 K
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compiler, computer programming, experience, feeling, gpu, graphics processing unit, library, machine learning, mind, netflix, nvidia, operating system, programming language, python, scipy, arm architecture, anaconda (python distribution), cuda, condom, e-governance, kodi (software), package manager, python (programming language), runtime system, stack (abstract data type), understanding, powerpc, conda
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Introducing the accelerator optimized VM family for ML/HPC

07/14/2020
Views 369
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central processing unit, cloud computing, computer hardware, graphics processing unit, internet, kubernetes , nvidia, routing, scalability, self-driving car, simulation, software , tensorflow, cuda, computer data storage, computer network, infrastructure as a service, latency (engineering), nvlink, scientific visualization, solid-state drive, streaming media, supercomputer, world wide web, type: conference talk (full production);
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Best Practices for Building Production-Grade Deep Learning Systems - Level 300 (United States)

05/13/2020
Views 124
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2020, algorithm, amazon, amazon web services, analysis, aws, central processing unit, cloud computing, data science, deep learning, graphics processing unit, innovation, machine learning, nvidia, reason, semantics, software , software development, source code, technical, tensorflow, united states, attention, cuda, computer cluster, consensus (computer science), deployment environment, image segmentation, porting, requirement, level 300, aws events, aws summit online, may 13, track: machine learning, amazon ml
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Mieux exploiter Amazon EC2 - Level 200 (Canada)

05/13/2020
Views 41
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2020, africa, amazon, aws, canada, divorce, hypervisor, linux, machine, machine learning, shanghai, south africa, walmart, alabama, cuda, export, france, islam, servomechanism, zombie, aws events, aws summit online, elastic compute, may 13, level 200, cloud amazon ec2, compute, language track
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Bonnes pratiques pour produire des systèmes d'apprentissage profond de qualité - L300 (Canada)

05/13/2020
Views 45
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2020, artifical intelligence, aws, budget, canada, experiment, gas, google, machine, machine learning, mining, music, prediction, amazon (company), amazon alexa, artificial cardiac pacemaker, cuda, detective, elijah, fish, laptop, massage, nikola tesla, orchestra, plasma (physics), pump, level 300, aws events, aws summit online, may 13, french language, gasoline pump
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Is your Python Too Slow? Hardware and Software for Accelerating Data Science

09/23/2020
Views 115
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amazon web services, apache spark, big data, cloud computing, computer programming, data science, devops, graphics processing unit, java (programming language), machine learning, numpy, nvidia, pytorch, scikit-learn, software , tensorflow, twitter, apache hadoop, cuda, complexity, computer cluster, library (computing), mapreduce, parallel computing, thread (computing)
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NVIDIA: GPU-Accelerated Data Analytics in Python

04/20/2020
Views 1.81 K
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apache spark, c++, compiler, github, google search, graphics processing unit, numpy, scikit-learn, splunk, apache hadoop, breadth-first search, cuda, cluster analysis, component (graph theory), decision tree learning, domain name system, extract, transform, load, fast fourier transform, medium (website), nearest neighbor search, pagerank, string (computer science), strongly connected component, dbscan, spectrogram
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Beautiful Python Refactoring

04/15/2020
Views 22.27 K
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algorithm, c++, computer programming, computing, google search, html, nvidia, programming language, software , ?:, anonymous function, blog, cuda, conditional (computer programming), control flow, for loop, general-purpose computing on graphics processing units, kodi (software), library (computing), lisp (programming language), list comprehension, parallel computing, parsing, world wide web, web scraping
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Accelerate Model Hyperparameter Search with RAPIDS and SageMaker By Miro Enev, Sr Researcher, NVIDIA

10/21/2020
Views 37
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amazon web services, apache arrow, central processing unit, graphics processing unit, machine learning, nvidia, regular expression, research, search engine optimization, software , tensorflow, airport, cuda, comma-separated values, cross-validation (statistics), hyperparameter (machine learning), hyperparameter optimization, imputation (statistics), missing data, parallel computing, parameter, parameter (computer programming), random forest, thumb signal, training, validation, and test sets
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GPU Training Made Easy-Pre-train & fine-tune NLP models By Vamsi Sistla, Director, Unify Consulting

09/16/2020
Views 45
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best practice, central processing unit, computer, debugging, deep learning, infrastructure, knowledge, memory, numpy, nvidia, question, reason, tensorflow, usability, accuracy and precision, artificial neural network, cuda, complexity, computer data storage, garbage collection (computer science), laptop, neuron, pointer (computer programming), variable (computer science), william shakespeare
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Making the most of Colab (TF Dev Summit '20)

03/11/2020
Views 6.46 K
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#poweredbytf, #tfdevsummit, central processing unit, coding, colab, colab team, computer hardware, developers, google, google chrome, google developers, graphics processing unit, how colab works, html, learning, machine learning, make the most of colab, making the most of colab, privacy, resource, tensorflow, tensorflow dev summit, tensorflow dev summit 2020, tensorflow developer summit, tensorflow users, tf, tf dev summit 20, tf dev summit 2020, tips and tricks colab tips and tricks, cuda, computer data storage, computer memory, gmail, google account, google drive, laptop, library (computing), project jupyter, python (programming language), random-access memory, syntax (programming languages), web browser, workstation
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Accelerating MLFlow Hyper-parameter Optimization Pipelines with RAPIDS

06/24/2020
Views 1.28 K
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apache arrow, cloud computing, database, databricks, graphics processing unit, machine learning, nvidia, statistics, user interface, cuda, cluster analysis, data type, dimensionality reduction, estimator, function (mathematics), hyperparameter (machine learning), hyperparameter optimization, k-nearest neighbors algorithm, parameter, statistical classification, support vector machine, ml (programming language), sample space
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