Scikit-learn is an increasingly popular machine learning li- brary. Written in Python, it is designed to be simple and efficient, accessible to non-experts, and reusable in various contexts. In this paper, we present and discuss our design choices for th
API design for machine learning software: experiences from the scikit-learn project. In ECML PKDD Workshop: Languages for Data Mining and Machine Learning, pages 108-122, 2013.Buitinck, L.; Louppe, G.; Blondel, M.; Pedregosa, F.; Mueller, A.; Grisel, O.; Niculae, V.; Prettenhofer...
// Specify all the using statements which give us the access to all the APIs that we'll need using System; using System.Threading.Tasks; using Windows.AI.MachineLearning; using Windows.Graphics.Imaging; using Windows.Media; using Windows.Storage; using Windows.Storage.Pickers; using Windows.Stor...
Good API design is critical for successful API use.Software architects spend considerable time reviewingall the possible applications of an API and the most logical way for it to be used. Thedata structuresand parameter values are of particular importance, as they must match between the caller of...
graphqlproductivityweb-developmentbackendgraphfull-stackgraph-databaseopen-apifrontend-frameworkgraalvmweb-application-frameworkdata-modelinglow-codeproductivity-toolsbackend-frameworkschema-designplatform-as-a-servicesoftware-as-a-servicelow-code-development-platformpolyglot-programming ...
Explore tips from expert sources on the various tools and practices associated with successful API design and management for enterprise-scale portfolios.
PredictorFinc is a scalable supervised machine learning model the predicts stock price change through Decision Tree Regressor using data collected every hour for 20 year for 500 companies obtained via Alpha Vantage API machine-learningstock-price-predictionbig-data-analyticsalpha-vantage-api ...
However, those qualities make artificial intelligence and machine learning the technology that may be missing in your API security stack ... The Battle of Securing APIs: 2023 State of API Security At-A-Glance November 06, 2023 In the battle to secure APIs, many organizations are losing. ...
Docker Machine Executor autoscale Autoscale on AWS EC2 Autoscale on AWS Fargate Commands Feature flags macOS setup Runner Operator on OpenShift Running behind a proxy Rate limited requests Graphical processing units Self-signed certificates System services Speed up job execution Tutor...
we've recently seen APIs developed to process spoken and written language to support the growth of digital assistants and chatbots such as Siri, Alexa, and Cortana. This has been underpinned by the continued growth of artificial intelligence (AI) and machine learning (ML), with the requests an...