Thijs Vogels tvogels

tvogels / sketch.py

Created May 10, 2022 06:39

Read a Sketch file in Python

	import tempfile
	from zipfile import ZipFile
	import hashlib
	import json


	zipf = ZipFile("slides.sketch")
	with tempfile.TemporaryDirectory() as d:
	for file in zipf.infolist():
	if file.filename.startswith("pages/"):

tvogels / domtree.py

Created March 10, 2022 20:41

Python syntax for generating HTML, XML, or SVG programatically

	from typing import Any, Dict, List, Union


	def main():
	# shortcuts
	d = Dom()
	svg, circle, rect, g = d.svg, d.circle, d.rect, d.g

	print(
	svg(

tvogels / profiler.py

Created December 22, 2021 18:48

PyTorch timer / profiler

	import time
	import contextlib
	import queue
	import threading
	from collections import defaultdict
	from typing import List, NamedTuple

	import pandas as pd
	import torch

tvogels / probability.py

Created September 13, 2021 16:24

with probability block

	import random
	import sys


	class probability:
	"""Based on https://stackoverflow.com/questions/12594148/skipping-execution-of-with-block"""
	def __init__(self, probability):
	assert probability >= 0 and probability <= 1
	self.probability = probability

tvogels / capture.py

Last active August 26, 2021 16:39

capture module inputs in PyTorch

	import torch
	from contextlib import contextmanager


	_capture_inputs_dict = {}
	_capture_inputs_active = False


	@contextmanager
	def capture_inputs():

tvogels / variance_reduction_techniques.py

Created March 31, 2021 07:59

Variance reduction SGD algorithms