nissan

import styled, { css } from 'styled-components'

const btn = (light, dark) => css`
  white-space: nowrap;
  display: inline-block;
  border-radius: 5px;
  padding: 5px 15px;
  font-size: 16px;
  color: white;
  &:visited {

nissan

# Author: Nissan Dookeran
# Email: nissan.dookeran@gmail.com
# Date Last Updated: 20-Oct-2020.
# Run from elevated Powershell prompt (Run as Administrator)

#Install Windows subsystem for Linux, upgrade to V2
#reference https://docs.microsoft.com/en-us/windows/wsl/install-win10
dism.exe /online /enable-feature /featurename:Microsoft-Windows-Subsystem-Linux /all /norestart
dism.exe /online /enable-feature /featurename:VirtualMachinePlatform /all /norestart
#will need to restart here

nissan

nissan

nissan

nissan

nissan

# Note: ensure you have the latest version of Torchtext by running: pip install torchtext --upgrade

rnn_model = text_data.get_model(opt_fn, 1500, bptt, emb_sz=em_sz, n_hid=nh, n_layers=nl, 
           dropout=0.1, dropouti=0.65, wdrop=0.5, dropoute=0.1, dropouth=0.3)

# ...

rnn_model.data.test_dl.src.sort = False
rnn_model.data.test_dl.src.sort_within_batch = False
rnn_model.data.test_dl.src.shuffle = False

nissan

from torchtext import data

class DataFrameDataset(data.Dataset):

    def __init__(self, df, text_field, label_field, is_test=False, **kwargs):
        fields = [('text', text_field), ('label', label_field)]
        examples = []
        for i, row in df.iterrows():
            label = row.sentiment if not is_test else None
            text = row.text

nissan

{
  "presets": ["babel-preset-env", "babel-preset-react"],
  "env": {
    "production": {
      "plugins": [
        ["emotion", {
          "hoist": true
        }]
      ]
    },

nissan

Assumes you have the .NET SDK 2.1 for Windows already installed
#Use Chocolatey to install packages, run this script from Administrator Powershell
Set-ExecutionPolicy Bypass -Scope Process -Force
iex ((New-Object System.Net.WebClient).DownloadString('https://chocolatey.org/install.ps1'))
#Use nvm to manage node versions
choco install -y nvm
nvm use default
#install yarn independent of version of node being used
choco install -y yarn
refreshenv