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

nissan

#Assumes you have the .NET SDK 2.1 for Mac already installed
#Use Homebrew to install packages
/usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
#Use nvm to manage node versions
brew install nvm
echo 'export NVM_DIR="$HOME/.nvm"' >> ~/.bash_profile
echo '. "/usr/local/opt/nvm/nvm.sh"' >>~/.bash_profile
nvm install v10.3.0
nvm use default
#install yarn independent of version of node being used

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

nissan

#Assumes you have the .NET SDK 2.1 for Mac already installed
#Use Homebrew to install packages
/usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
#Use nvm to manage node versions
brew install nvm
echo 'export NVM_DIR="$HOME/.nvm"' >> ~/.bash_profile
echo '. "/usr/local/opt/nvm/nvm.sh"' >>~/.bash_profile
nvm install v10.3.0
nvm use default
#install yarn independent of version of node being used

nissan

# Following (these instructions)[https://willich.io/blog/2017/09/10/uninstall-net-core-sdks-on-macos/] to remove any existing .NET Core sdks
wget https://raw.githubusercontent.com/dotnet/cli/master/scripts/obtain/uninstall/dotnet-uninstall-pkgs.sh
chmod +x dotnet-uninstall-pkgs.sh
sudo ./dotnet-uninstall-pkgs.sh