behrica

{:fit-ctx {:metamorph/mode :fit, :metamorph/data Group: 3 [120 5]:

| :sepal_length | :sepal_width | :petal_length | :petal_width | :species |
|--------------:|-------------:|--------------:|-------------:|---------:|
|           4.5 |          2.3 |           1.3 |          0.3 |      1.0 |
|           5.8 |          2.7 |           3.9 |          1.2 |      0.0 |
|           6.3 |          2.7 |           4.9 |          1.8 |      2.0 |
|           7.1 |          3.0 |           5.9 |          2.1 |      2.0 |
|           6.3 |          3.4 |           5.6 |          2.4 |      2.0 |
|           6.4 |          3.2 |           4.5 |          1.5 |      0.0 |

behrica

FROM rocker/r-ver:4.1.1
RUN apt-get update && apt-get -y install openjdk-11-jdk curl rlwrap libssl-dev build-essential zlib1g-dev  libncurses5-dev libgdbm-dev libnss3-dev  libreadline-dev libffi-dev
RUN curl -O https://download.clojure.org/install/linux-install-1.10.3.967.sh && chmod +x linux-install-1.10.3.967.sh && ./linux-install-1.10.3.967.sh
SHELL ["/bin/bash", "-c"]
RUN echo $'{ \n\
 :mvn/repos {"clojars" {:url "https://repo.clojars.org/"} \n\
             "central" {:url "https://repo1.maven.org/maven2/"} \n\
             "bedatadriven" {:url "https://nexus.bedatadriven.com/content/groups/public/"}} \n\
\n\
 :paths ["src" "resources"] \n\

behrica

(ns behrica.corr-matrix
  (:require [fastmath.stats :as stats]
            [aerial.hanami.common :as hc]
            [aerial.hanami.templates :as ht]
            [aerial.hanami.core :as hmi]))

(defn round
  [n scale rm]
  (.setScale ^java.math.BigDecimal (bigdec n)
             (int scale)

behrica

;; calculation function

(defn calc-correlations-matrix [data cols-to-use]
  (doall
   (for [col-1 cols-to-use col-2 cols-to-use]
     {:col-1 col-1
      :col-2 col-2
      :corr
      (Float/valueOf
       (str

behrica

"""Python bindings to start a Clojure repl from a python process.  Relies on
libpython-clj being in a deps.edn pathway as clojure is called from the command
 line to build the classpath.  Expects javabridge to be installed and functional.

Javabridge will dynamically find the java library that corresponds with calling 'java'
 from the command line and load it.  We then initialize Clojure and provide pathways
to require namespaces, find symbols, and call functions.

There are two import initialization methods - init_clojure and init_clojure_repl - these
take care of starting up everything in the correct order.

behrica

(ns sciloj.evaluate
  (:require [tech.v3.dataset.modelling :as ds-mod]
            [tech.v3.datatype.functional :as dfn]
            [tech.v3.datatype.argops :as argops]
            [tech.v3.dataset :as ds]
            [tech.v3.datatype.errors :as errors]
            [tech.v3.dataset.column-filters :as cf]
            [tech.v3.ml.loss :as loss]
            [clojure.tools.logging :as log]
            [tech.v3.ml :as ml]

behrica

(ns sciloj.titanic
  (:require [scicloj.metamorph.core :as morph]
            [tablecloth.pipeline :as tc-mm]
            [tablecloth.api :as tc]
            [tech.v3.dataset.metamorph :as ds-mm]
            [tech.v3.dataset :as ds]
            [tech.v3.dataset.modelling :as ds-mod]

            [tech.v3.ml.metamorph :as ml-mm]
            [tech.v3.ml :as ml]

behrica

(ns try-transform.transformers
  (:require [tablecloth.api :as tc]
            [tech.v3.dataset :as ds]
            [tech.v3.dataset.math :as ds-math]
            [tech.v3.dataset.modelling :as ds-mod]
            [tech.v3.ml :as ml]))

;;;  adapt exiting function to be transform compliant
(defn drop-rows [pipeline-context rows-selector]
  (assoc pipeline-context

behrica

(ns sciloj.smile-nlp-example
  (:require [clojure.string :as str]
            [pppmap.core :as ppp]
            [tablecloth.api :as tc]
            [tablecloth.api.split :as split])
  (:import smile.classification.Maxent
           smile.nlp.normalizer.SimpleNormalizer
           smile.nlp.stemmer.PorterStemmer
           [smile.nlp.tokenizer SimpleSentenceSplitter SimpleTokenizer]
           [smile.validation Accuracy ConfusionMatrix]))

behrica

renderDeps <- function(widget,dir=".",libdir="lib") {
  rendered <- htmltools::renderTags(widget)

  deps <- lapply(rendered1$dependencies, function(dep) {
    dep <- htmltools::copyDependencyToDir(dep, libdir, FALSE)
    dep <- htmltools::makeDependencyRelative(dep, dir, FALSE)