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@qpwo
qpwo / monte_carlo_tree_search.py
Last active July 22, 2024 09:10
Monte Carlo tree search (MCTS) minimal implementation in Python 3, with a tic-tac-toe example gameplay
"""
A minimal implementation of Monte Carlo tree search (MCTS) in Python 3
Luke Harold Miles, July 2019, Public Domain Dedication
See also https://en.wikipedia.org/wiki/Monte_Carlo_tree_search
https://gist.github.com/qpwo/c538c6f73727e254fdc7fab81024f6e1
"""
from abc import ABC, abstractmethod
from collections import defaultdict
import math
@aparrish
aparrish / understanding-word-vectors.ipynb
Last active July 9, 2024 15:59
Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
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@ghoranyi
ghoranyi / AWS Swarm cluster.md
Last active May 31, 2021 05:28
Create a Docker 1.12 Swarm cluster on AWS

This gist will drive you through creating a Docker 1.12 Swarm cluster (with Swarm mode) on AWS infrastructure.

Prerequisites

You need a few things already prepared in order to get started. You need at least Docker 1.12 set up. I was using the stable version of Docker for mac for preparing this guide.

$ docker --version
Docker version 1.12.0, build 8eab29e

You also need Docker machine installed.

@wadey
wadey / iterm2.zsh
Last active July 21, 2024 06:00
Change iTerm2 tab color when using SSH
# Usage:
# source iterm2.zsh
# iTerm2 tab color commands
# https://iterm2.com/documentation-escape-codes.html
if [[ -n "$ITERM_SESSION_ID" ]]; then
tab-color() {
echo -ne "\033]6;1;bg;red;brightness;$1\a"
echo -ne "\033]6;1;bg;green;brightness;$2\a"