layaAlternative to MonkeyLearn 31k 2.7kApache-2.0 last commit 2026-09-20calibrationclassificationdecision-modelhuggingfacejevmodernbertmultilingualnlppythonpytorch SourceAdd to my stackDiscuss Share:AboutNon-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.LanguagesPython72.4%TypeScript9.2%C#8.8%Java6.2%Jupyter Notebook1.6%JavaScript1.1%Nix0.4%HTML0.1%Shell0.1%Dockerfile0.1%Contributors30522230504736343028232220181614+16Alternative ToFeaturesDiscussFree alternative to MonkeyLearnlaya is a free, open-source alternative to MonkeyLearn. Here's why:β‘οΈ Instant decision engineπ 100+ language supportβ Typed choice decisionsπ― Zero-shot classificationπ Efficient model routingSee all open-source alternatives to MonkeyLearnComments ThemeGitHub LightGitHub Light High ContrastGitHub Light Protanopia & DeuteranopiaGitHub Light TritanopiaGitHub DarkGitHub Dark High ContrastGitHub Dark Protanopia & DeuteranopiaGitHub Dark TritanopiaGitHub Dark DimmedPreferred color schemeTransparent DarkNoBorder LightNoBorder DarkNoBorder GrayRStudio CobaltPurple DarkGruvboxGruvbox DarkGruvbox LightCatppuccin LatteCatppuccin FrappΓ©Catppuccin MacchiatoCatppuccin MochaFroCustom (experimental)InstallpipKeywordscalibrationclassificationdecision-modelhuggingfacejevmodernbertmultilingualnlppythonpytorchroutingtyped-decisionszero-shot