thomasdullien’s gists

thomasdullien / leaky_relu_polytopes.py

Created April 4, 2025 06:28

Leaky ReLU MLP training dynamics visualisation PyTorch code

	import os
	import imageio
	import torch
	import torch.nn as nn
	import torch.optim as optim
	import numpy as np
	import math
	import cv2
	from torch.utils.data import DataLoader, TensorDataset
	import matplotlib.pyplot as plt

thomasdullien / relu_viz.py

Created July 4, 2024 11:58

Visualising creases in a relu network.

	from PIL import Image, ImageOps, ImageDraw
	import numpy as np
	import pandas as pd
	import os, sys
	import logging

	logging.basicConfig(
	format='%(asctime)s %(levelname)-8s %(message)s',
	level=logging.INFO,
	datefmt='%Y-%m-%d %H:%M:%S')

thomasdullien / relu_viz.py

Created June 27, 2024 14:09

a NN visualization experiment

	from PIL import Image, ImageOps, ImageDraw
	import numpy as np
	import pandas as pd
	import os, sys
	#import ace_tools as tools

	# Function to load an image from a file
	def load_image(file_path):
	return Image.open(file_path)

thomasdullien / Dockerfile

Created August 25, 2021 14:55

Source code for a container that creates a large directory tree

	FROM ubuntu:bionic

	RUN chmod 777 /tmp
	RUN apt-get update && apt-get -y upgrade
	RUN apt-get install -y git wget cmake sudo gcc-7 g++-7 python3-pip zlib1g-dev g++

	RUN mkdir /code
	COPY ./main.cpp /code
	RUN g++ /code/main.cpp -o /code/a.out
	RUN chmod +x /code/a.out

thomasdullien / fs.go

Created August 25, 2021 14:35

GetDirUsage from fs.go doing recursive directory walks

	func GetDirUsage(dir string) (UsageInfo, error) {
	var usage UsageInfo

	if dir == "" {
	return usage, fmt.Errorf("invalid directory")
	}

	rootInfo, err := os.Stat(dir)
	if err != nil {
	return usage, fmt.Errorf("could not stat %q to get inode usage: %v", dir, err)

thomasdullien / mirror_upstream_repo.sh

Created June 26, 2020 13:10

	DIRECTORIES="main contrib non-free restricted universe multiverse"
	UBUNTU="http://mirror.hetzner.de/ubuntu/packages/pool/ http://ddebs.ubuntu.com/pool/";
	DEBIAN="http://mirror.hetzner.de/debian/packages/pool/ http://debug.mirrors.debian.org/debian-debug/pool/"
	UBUNTU_DSC="http://archive.ubuntu.com/ubuntu/pool/"
	DEBIAN_DSC="http://ftp.debian.org/debian/pool/"

	if [[ $# -eq 0 ]]
	then
	echo "Choose 'all', 'debian', or 'ubuntu' as first argument."
	exit 1

thomasdullien / mirror_upstream_repo.sh

Created June 19, 2020 15:33

A small shell script to mirror upstream package repositories

	DIRECTORIES="main contrib non-free restricted universe multiverse"
	UBUNTU="http://mirror.hetzner.de/ubuntu/packages/pool/ http://ddebs.ubuntu.com/pool/";
	DEBIAN="http://mirror.hetzner.de/debian/packages/pool/ http://debug.mirrors.debian.org/debian-debug/pool/"

	if [[ $# -eq 0 ]]
	then
	echo "Choose 'all', 'debian', or 'ubuntu' as first argument."
	exit 1
	fi

thomasdullien / index.html

Last active April 29, 2019 16:17

D3 Diagram to illustrate savings.

	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="utf-8">
	<title>Minimal D3 Example</title>
	<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
	<style>

	:root {
	--savings-color: #A9C3D0F0;

thomasdullien / savings_chart.html

Created April 29, 2019 14:02

attempting to visualize cost savings

	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="utf-8">
	<title>Minimal D3 Example</title>
	<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
	<style>
	.service_bar_pre {
	fill: steelblue;
	stroke-width: 3;

thomasdullien / inception_annoy.py

Created June 11, 2017 21:06

Inception for feature extraction, ANNoy for nearest-neighbor search

	"""
	Simple, hacked-up image similarity search using Tensorflow + the inception
	CNN as feature extractor and ANNoy for nearest neighbor search.

	Requires Tensorflow and ANNoy.

	Based on gist code under
	https://gist.github.com/david90/e98e1c41a0ebc580e5a9ce25ff6a972d
	"""
	from annoy import AnnoyIndex

Thomas Dullien thomasdullien