damienpontifex’s gists

damienpontifex / az_blob_file_system

Last active September 13, 2018 07:49

asdf

damienpontifex / Get-RandomPassword.ps1

Last active August 26, 2018 07:16

	Function Get-RandomPassword
	{
	Param(
	[Int]
	$PasswordLength = 32
	)
	$allChars = [char[]](33..126)
	$password = (Get-Random -InputObject $allChars -Count $PasswordLength) -join ''
	return $password
	}

damienpontifex / test.csv

Created July 9, 2018 05:40

Titanic dataset

PassengerId	Pclass	Name	Sex	Age	SibSp	Parch	Ticket	Fare	Cabin	Embarked
892	3	Kelly, Mr. James	male	34.5	0	0	330911	7.8292		Q
893	3	Wilkes, Mrs. James (Ellen Needs)	female	47	1	0	363272	7		S
894	2	Myles, Mr. Thomas Francis	male	62	0	0	240276	9.6875		Q
895	3	Wirz, Mr. Albert	male	27	0	0	315154	8.6625		S
896	3	Hirvonen, Mrs. Alexander (Helga E Lindqvist)	female	22	1	1	3101298	12.2875		S
897	3	Svensson, Mr. Johan Cervin	male	14	0	0	7538	9.225		S
898	3	Connolly, Miss. Kate	female	30	0	0	330972	7.6292		Q
899	2	Caldwell, Mr. Albert Francis	male	26	1	1	248738	29		S
900	3	Abrahim, Mrs. Joseph (Sophie Halaut Easu)	female	18	0	0	2657	7.2292		C

damienpontifex / initial-setup.ps1

Last active June 24, 2018 07:59

	# 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

damienpontifex / Understanding TF RNNs.ipynb

Last active May 10, 2020 00:38

Getting my head around TensorFlow RNN inputs, outputs and the appropriate shapes

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damienpontifex / tf-mac-build

Created November 1, 2017 00:39

	# 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 / directories-to-tfrecords.py

Created September 18, 2017 06:20

Convert recursive directories to TFRecords

damienpontifex / mnist-to-tfrecord.py

Created September 18, 2017 03:12

Convert the MNIST dataset to TFRecords

	#! /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 / tf-experiment-template.py

Last active March 9, 2021 09:43

A template for a custom tensorflow estimator and experiment with python3 typings for desired parameter types

	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 / FilesController.cs

Last active August 24, 2017 03:25

Drag and drop upload of files to ASP.NET API endpoint. Streams file vs using a FormData instance

	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]")]

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