unreleased

0.2

• fixes #30 - dummy classifier does not predict by majority #30
• added dummy regression model
• improved design-matrix feature . Breaking ! columns need to be refered know by "precise name" (string, symbol, keyword)
• made model :fastmath/ols frezzable by nippy

0.11.1

• allow parameters for :fastmath/ols (fixes #27)
• added optional caching for train / predict
• added new evaluation-handler: metrics-and-model-keep-fn
• added option :ppmap with :ppmap-grain-size 10 to ml/eval-pipelines
• added more evaluation-handler fns suitable for model-spec search
• added :probability-distributin to ml/eval-pipelines result
• breaking: move all eval handler to ns scicloj.metamorph.ml.evaluation-handler

0.10.4

• added :target-datatypes in train result and clarified expected 'shape' of prediction

0.10.3

• re-added data.json dependency

0.10.2

• re-added data.csv dependency

0.10.1

• fixed cljdoc build issue

0.10.0

• exclude most hanami deps as we don't need them
• added support for tidy-text and
• added read/write support for TMD<->libsvm files

0.9.0

• added linear models from fastmath
• added tidy output validation
• added support for design-matrix

0.8.2 -fixed metric bug

0.8.1 -fixed bug in ml/tidy

0.8.0

• upgraded deps
• added suport for glance,augment,tidy

0.7.10

• added missing deps

0.7.9

• fixed and documented confusion-map->ds
• added confusin matrix plot
• added generic handling of loglikelyhood
• added mtcars data
• added aic and bic

0.7.8

• fixed default colors of error bands

0.7.7

• fixed test/train color assignments
• adde more docu

0.7.6

• fixed metric.clj filename for ClojureDoc generation

0.7.5

• removed WIP files

0.7.4

• fixed Clojars links and ClojureDoc
• refatored learnining curve

0.7.3

• added dummy classifier
• add checks for matching categorical maps between train and predict
• added titanic toy data
• added ggplot toydaya
• added visualisation for learning curve

0.7.2

• fixed verify ns

0.7.1

• fixed 'verify' ns

0.7

• using tablecloth 7.0
• added uid for grouping of splits
• added learning curve
• added AUC metric (thanks @Prometheus77)

0.6.4

• fix metric calculation in evaluate-pipelines
  • use reverse mappings

0.6.3

• added :as opts to methods signature

0.6.2

• added ensembles

0.5.0

• unified dissoc-in options and handler-fn option

0.4.1

• adding support for unsupervised learning

0.4.0

• changed result of `evaluate-pipelines`` to be more consistent
• added Malli schema to several functios
• added support for experiment tracking on disk
• added experimenta / example code of using nippy to persist evaluation results

0.3.0-beta6

• fixed toy data

0.3.0-beta4

• added sonar data

0.3.0-beta3

• added std-scaler
• added min-max scaler
• added toy data

0.3.0-beta2

0.3.0-beta1 - 06.04.2021

• big change, tech.ml (core) was moved into here