THargreaves

"""
    This script contains a combined proposal for multiple enhancements to the existing
    SSMProblems.jl interface that we have discussed over the past few months. The main
    features are:
        - Separation of latent dynamics and observation processes
        - Introduction of control variables
        - Unified interface for defining linear Gaussian models
        - Interface for forward simulation and conditioning
        - Hierarchical (conditional) latent dynamics
        - Rao-Blackwellised filtering

THargreaves

library(janeaustenr)
library(tidytext)
library(tidyverse)

theme_set(theme_bw())

cleaned_words <- austen_books() |>
    unnest_tokens(word, text) |>
    # Remove roman numerals
    filter(!str_detect(word, "[IVXLCDM]+")) |>

THargreaves

#!/usr/bin/env python

"""schedule.py: Meeting scheduler based on Ford–Fulkerson algorithm.

A tool to generate or prove the lack of existance of a schedule for one-on-one
meetings given the availabilities of attendees for different time slots.

The solution is based on a modification of the Ford-Fulkerson algorithm in
which edge capacities are binary. By converting the the availability matrix
into a bipartite graph with edges of capacity one and introducing source and

THargreaves

# -*- coding: utf-8 -*-
"""
@author: Tim Hargreaves
"""

# see write-up at www.ttested.com/coding-up-christmas/ for more detail

from random import uniform

import matplotlib.animation as ani