koaning

koaning

koaning

intents:
  - greet
  - goodbye
  - affirm
  - deny
  - mood_great
  - mood_unhappy
  - bot_challenge
  - give_joke
  - give_another

koaning

responses:
  utter_joke:
    - text: Are you sure you can handle my jokes? You might laugh your Ash off.
    - text: Why did the Squirtle cross the road? To get to the other tide!
    - text: What appears over Ash’s head when he gets an idea? A LightBulbasaur
    - text: Where did Brock take Nurse Joy for a date? The PokeBall
    - text: What’s better than one Pikachu? PikaTWO
    - text: What does Moeowth see when it looks in the mirror? A copy-cat!
    - text: When does a Gastly eat breakfast? In the moaning.
    - text: Which Pokemon does Dracula like most? Koffin'

koaning

intents:
  - greet
  - goodbye
  - affirm
  - deny
  - mood_great
  - mood_unhappy
  - bot_challenge
  - give_joke

koaning

# Configuration for Rasa NLU.
# https://rasa.com/docs/rasa/nlu/components/
language: en
pipeline:
  - name: WhitespaceTokenizer
  - name: RegexFeaturizer
  - name: LexicalSyntacticFeaturizer
  - name: CountVectorsFeaturizer
  - name: CountVectorsFeaturizer
    analyzer: "char_wb"

koaning

pipeline:
  - name: WhitespaceTokenizer
  - name: CRFEntityExtractor
  - name: CountVectorsFeaturizer
    OOV_token: "oov"
    token_pattern: (?u)\b\w+\b
  - name: CountVectorsFeaturizer
    analyzer: "char_wb"
    min_ngram: 1
    max_ngram: 4

koaning

<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.4.1/css/bootstrap.min.css" integrity="sha384-Vkoo8x4CGsO3+Hhxv8T/Q5PaXtkKtu6ug5TOeNV6gBiFeWPGFN9MuhOf23Q9Ifjh" crossorigin="anonymous">

<script src="https://d3js.org/d3.v5.min.js"></script>

<div class="container" style="width=600px; margin: 0 auto;">
    <h2>DIET Interactive Demo</h2>
    <svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="100%" viewBox="-0.5 -0.5 1832 1057">
        <defs>
            <linearGradient x1="0%" y1="0%" x2="0%" y2="100%" id="mx-gradient-fff2cc-1-ffd966-1-s-0">
                <stop offset="0%" style="stop-color:#fff2cc"/>

koaning

language: en
pipeline:
- name: WhitespaceTokenizer
- name: CountVectorsFeaturizer
- name: EmbeddingIntentClassifier
policies:
- name: EmbeddingPolicy
  max_history: 10
  epochs: 100
  batch_size:

koaning

import numpy as np
import matplotlib.pylab as plt

def run_with_samples(feats=1):
    n = 1000
    xs = np.random.uniform(0, 2, (n, feats))
    ys = 1.5 + xs.sum(axis=1) + np.random.normal(0, 1, (n,))
    
    size_subset = 500
    n_samples = 2000