| # Idea : use this to index Quora's Question Pair dataset and explore the search results | |
| doc = { | |
| "settings": { | |
| "index.knn": True | |
| }, | |
| "mappings": { | |
| "properties": { | |
| "title": { | |
| "type" : "text" | |
| }, |
| # 2-D Scatter Plot using PCA | |
| from pystyl.analysis import distance_matrix, hierarchical_clustering | |
| from pystyl.visualization import scatterplot, scatterplot_3d | |
| from pystyl.analysis import pca | |
| pca_coor, pca_loadings = pca(corpus, nb_dimensions=2) | |
| scatterplot(corpus, coor=pca_coor, nb_clusters=0, loadings=pca_loadings, plot_type='static',\ |
For anyone in the future who's gonna try this service from Azure, let me give you an easy way out. I spent a lot of time on Speaker Recognition and the official docs say something and the samples given do something else. I will use the official REST API Docs for the text-independent method.
CREATE PROFILE 👇
import http.client
import json
conn = http.client.HTTPSConnection('westus.api.cognitive.microsoft.com')
| <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> | |
| <html xmlns="http://www.w3.org/1999/xhtml"> | |
| <head> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0" /> | |
| <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" /> | |
| <title>Verify your email address</title> | |
| <style type="text/css" rel="stylesheet" media="all"> | |
| /* Base ------------------------------ */ | |
| *:not(br):not(tr):not(html) { | |
| font-family: Arial, 'Helvetica Neue', Helvetica, sans-serif; |
| # all of the login functionality was handled by AWS Cognito. | |
| # lib imports | |
| from fastapi import APIRouter, HTTPException, status | |
| from pydantic import BaseModel | |
| from typing import Optional | |
| from deta import Deta | |
| import os | |
| from dotenv import load_dotenv | |
| # .env file loading |
| <html> | |
| <head> | |
| <meta charset="utf-8"> | |
| <script src="lib/bindings/utils.js"></script> | |
| <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/dist/vis-network.min.css" integrity="sha512-WgxfT5LWjfszlPHXRmBWHkV2eceiWTOBvrKCNbdgDYTHrT2AeLCGbF4sZlZw3UMN3WtL0tGUoIAKsu8mllg/XA==" crossorigin="anonymous" referrerpolicy="no-referrer" /> | |
| <script src="https://cdnjs.cloudflare.com/ajax/libs/vis-network/9.1.2/dist/vis-network.min.js" integrity="sha512-LnvoEWDFrqGHlHmDD2101OrLcbsfkrzoSpvtSQtxK3RMnRV0eOkhhBN2dXHKRrUU8p2DGRTk35n4O8nWSVe1mQ==" crossorigin="anonymous" referrerpolicy="no-referrer"></script> | |
| <center> |
