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

;; 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

(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

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

{: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

({:dan-sleep 4.0, :dan-grump 90.20926835578194}
 {:dan-sleep 4.1, :dan-grump 89.31559277383866}
 {:dan-sleep 4.2, :dan-grump 88.42191719189539}
 {:dan-sleep 4.3, :dan-grump 87.52824160995212}
 {:dan-sleep 4.4, :dan-grump 86.63456602800885}
 {:dan-sleep 4.5, :dan-grump 85.74089044606558}
 {:dan-sleep 4.6, :dan-grump 84.84721486412231}
 {:dan-sleep 4.7, :dan-grump 83.95353928217904}
 {:dan-sleep 4.8, :dan-grump 83.05986370023575}
 {:dan-sleep 4.9, :dan-grump 82.1661881182925}

behrica

from nltk.probability import FreqDist
import math
import pickle
from top2vec import Top2Vec
import numpy as np
from gensim.utils import simple_preprocess
from gensim.parsing.preprocessing import strip_tags
from tqdm import tqdm

behrica

Month,DayofMonth,DayOfWeek,DepTime,UniqueCarrier,Origin,Dest,Distance,dep_delayed_15min
c-8,c-21,c-7,1934,AA,ATL,DFW,732,N
c-4,c-20,c-3,1548,US,PIT,MCO,834,N
c-9,c-2,c-5,1422,XE,RDU,CLE,416,N
c-11,c-25,c-6,1015,OO,DEN,MEM,872,N
c-10,c-7,c-6,1828,WN,MDW,OMA,423,Y
c-8,c-3,c-4,1918,NW,MEM,MCO,683,N
c-1,c-27,c-4,754,DL,PBI,LGA,1035,N
c-4,c-29,c-6,635,OH,MSP,CVG,596,N
c-7,c-28,c-5,735,AA,ONT,DFW,1189,N

behrica

\"#000\" opacity=\"1\">20</text><text text-anchor=\"end\" transform=\"translate(-7,123)\" font-family=\"sans-serif\" font-size=\"10px\" fill=\"#000\" opacity=\"1\">40</text><text text-anchor=\"end\" transform=\"translate(-7,83)\" font-family=\"sans-serif\" font-size=\"10px\" fill=\"#000\" opacity=\"1\">60</text><text text-anchor=\"end\" transform=\"translate(-7,42.99999999999999)\" font-family=\"sans-serif\" font-size=\"10px\" fill=\"#000\" opacity=\"1\">80</text><text text-anchor=\"end\" transform=\"translate(-7,3)\" font-family=\"sans-serif\" font-size=\"10px\" fill=\"#000\" opacity=\"1\">100</text></g><g class=\"mark-rule role-axis-domain\" pointer-events=\"none\"><line transform=\"translate(0,200)\" x2=\"0\" y2=\"-200\" stroke=\"#888\" stroke-width=\"1\" opacity=\"1\"/></g><g class=\"mark-text role-axis-title\" pointer-events=\"none\"><text text-anchor=\"middle\" transform=\"translate(-30.0869140625,100) rotate(-90) translate(0,-2)\" font-family=\"sans-serif\" font-size=\"11px\" font-weight=\"bold\" fill=

behrica

"{:path [], :nextjournal/value [{:path [0], :nextjournal/value [{:path [0 0], :nextjournal/value :Documents, :nextjournal/viewer {:render-fn #viewer-fn (fn [x] (v/html [:span.cmt-atom.inspected-value (str x)]))}} {:path [0 1], :nextjournal/value [{:path [0 1 0], :nextjournal/value 1.0, :nextjournal/viewer {:render-fn #viewer-fn (fn [x] (v/html [:span.cmt-number.inspected-value (if (js/Number.isNaN x) \"NaN\" (str x))]))}} {:path [0 1 1], :nextjournal/value 1.0, :nextjournal/viewer {:render-fn #viewer-fn (fn [x] (v/html [:span.cmt-number.inspected-value (if (js/Number.isNaN x) \"NaN\" (str x))]))}} {:path [0 1 2], :nextjournal/value 1.0, :nextjournal/viewer {:render-fn #viewer-fn (fn [x] (v/html [:span.cmt-number.inspected-value (if (js/Number.isNaN x) \"NaN\" (str x))]))}} {:path [0 1 3], :nextjournal/value 1.0, :nextjournal/viewer {:render-fn #viewer-fn (fn [x] (v/html [:span.cmt-number.inspected-value (if (js/Number.isNaN x) \"NaN\" (str x))]))}} {:path [0 1 4], :nextjournal/value 1.0, :nextjournal/viewer {