damienpontifex

pip3 install -U jupyter

# Thememes
# jt -t grade3 -cellw 90% # light theme
# jt -t oceans16 -cellw 90% # dark theme
pip3 install -U jupyterthemes

# Extensions - enable collapsible headings under Nbextensions tab when viewing home of jupyter
pip3 install -U jupyter-contrib-nbextensions

damienpontifex

# Run interactive python tensorflow container
docker run --rm -it --name py-tf --entrypoint python tensorflow/tensorflow:1.3.0-py3

# Run jupyter notebook container
docker run --rm -dit -p 8888:8888 -p 6006:6006 -v "${PWD}":/notebooks --name notebook tensorflow/tensorflow:1.3.0-py3

# Run on ubuntu server with GPU and have it run on startup
nvidia-docker run -dit \
  -p 8888:8888 -p 6006:6006 \
  -v /home/nbs:/notebooks \

damienpontifex

# Kudos to http://www.lieben.nu/liebensraum/2017/07/transferring-a-domain-to-azure-dns-and-billing/
Register-AzureRmResourceProvider -ProviderNamespace Microsoft.DomainRegistration

$rgName = "NAME OF YOUR RESOURCE GROUP"
$ResourceLocation = "Global"
$ResourceName = "MYDOMAINNAME.NL"
$PropertiesObject = @{
  'Consent' = @{
    'AgreementKeys' = @("DNPA","DNTA");
    'AgreedBy' = '122.13.11.20'; #ip address you're running this script from

damienpontifex

using System;
using System.Collections.Generic;
using System.IO;
using System.Linq;
using System.Threading.Tasks;
using Microsoft.AspNetCore.Mvc;

namespace server.Controllers
{
    [Route("api/[controller]")]

damienpontifex

import argparse
import psutil
import tensorflow as tf
from typing import Dict, Any, Callable, Tuple

## Data Input Function
def data_input_fn(data_param,
                  batch_size:int=None,
                  shuffle=False) -> Callable[[], Tuple]:
    """Return the input function to get the test data.

damienpontifex

#! /usr/env/bin python3

"""Convert MNIST Dataset to local TFRecords"""

import argparse
import os
import sys
import tensorflow as tf
from tensorflow.examples.tutorials.mnist import input_data

damienpontifex

#! /usr/env/bin python3

import argparse
import os
import sys
import glob
import pickle
import tensorflow as tf
import numpy as np
from PIL import Image

damienpontifex

# In local tensorflow repo
# git clone https://github.com/tensorflow/tensorflow.git
# cd tensorflow

TAG=v1.4.0-rc1
git pull
git checkout "$TAG"

./configure   # Enter for all defaults
bazel build -c opt --copt=-mavx --copt=-mavx2 --copt=-mfma --copt=-msse4.2 -k //tensorflow/tools/pip_package:build_pip_package

damienpontifex

damienpontifex

# Run via 
# iex ((New-Object System.Net.WebClient).DownloadString('https://gist.githubusercontent.com/damienpontifex/cecc18d4263ca6912b98a333544a485e/raw/initial-setup.ps1'))

Set-ExecutionPolicy Bypass -Scope Process -Force; 

iex ((New-Object System.Net.WebClient).DownloadString('https://chocolatey.org/install.ps1'))

choco install googlechrome vscode git powershell-core