Code

This is the source code resulting from Make School's CS 1.2 Class' Tweet Generator tutorial.

Some code requires the system to be UNIX-based (such as MacOS) as it reads from /usr/share/dict/words.

Tutorial Results

These are in reverse order to show most recent developments.

12. Creating a Corpus

It can be any article, book, blog, etc.

Convert your corpus to at text file.
Clean it - remove anything that's not part of the narrative.
Place it in texts as corpus.txt.

10. Performance Analysis

Not Done.

9. Hash Table

hashtable.py

A HashTable class implemented using a LinkedList.

8. Linked List

linkedlist.py

A LinkedList class implemented using Node objects.

7. Generating Sentences

markov.py

Run python3 markov.py -h for explanation.

6. Application Architecture

Improved app.py implementation.

listogram.py

A Histogram implemented using a list.

Run python3 dictogram.py by itself or with a list of space-separated words.

dictogram.py

A Histogram class implemented using a dict

Run python3 dictogram.py by itself or with a list of space-separated words.

5. Flask Web App

app.py

This is the web app for the markov chain.

Usage

Install Flask and python-dotenv (preferably to a virtualenv)
Create a .env file with

FLASK_APP=app.py
FLASK_RUN_PORT=[your port]
FLASK_ENV=development

Read more on what you can do in Flask's documentation.

Run flask run
Navigate to localhost:[your port] in your browser.

This will generate psuedo-sentence based on the corpus, refresh for different sentences.

4. Stochastic Sampling

sample.py

This was my initial histogram sampling. It emulates random.choices as we weren't allowed to use that built-in method.

python3 sample.py [words] where [words] is a list of space-separated words.

3. Analyze Word Frequency in Text

histogram.py

A Histogram implemented using with a dict, list of lists, or list of tuples.

2. Random Dictionary Words

Improved anagram.py.

autocomplete.py*

Generates a list of words that could complete the provided word.

Run python3 autocomplete.py [word].

[word] = a single word.

dictionary_words.py*

Reads from /usr/share/dict/words and generates a list of random words from it.

1. Let's Get Started

anagram.py*

Generates a list anagrams of a provided word.

Run python3 anagram.py [word]

[word] = a single word.

string_reversals.py

Reverses words or the order of words in sentences.

rearrange.py

Shuffles the provided list.

= requires UNIX-based system such as Ubuntu or MacOS.

dacioromero/metrogen