ekohrt's repositories
emoticon_kaomoji_dataset
Dataset of 62,000 text emoticons and kaomojis with labels.
animal-fun-facts-dataset
A dataset of 7734 animal "fun facts" from various sources on the web.
davinci_notebook
A collection of AI-generated sketches in the style of Leonardo da Vinci's journals
mtg-deck-helper-ui
Python UI for viewing a Magic: the Gathering decklist. Includes tools for finding similar cards and deck suggestions.
predict-videogame-tags-from-description
A data science project that uses a dataset of Steam games to try to predict a game's tags from just its description.
random-mtg-deck-generator
Python script to generate a random mtg deck: modern legal, consistent colors, 24 basic lands.
company-description-classifier
Classifying companies into one of 41 industries/genres based on their text description. Uses sentence-transformer embeddings and sklearn's NearestCentroid model.
environmental-qa-system
A QA system for answering questions about environmental issues. Built using Haystack and Wikipedia.
fable_generator_gpt2
Generates structured short stories about any given topic, using GPT-2. The prompt template cues the model into following the form of a story.
mtg-art-content-search
Content-based search engine for artworks from Magic: the Gathering, using OpenAI's CLIP model.
petroglyph-detection
Detecting petroglyphs in an image using YOLOv5 object detection model.
qcat_finetuning
Finetuning BERT for classifying question types
chicago-police-misconduct-data-science
Analyzing misconduct complaints filed by police officers, using data from the Chicago Police Department.
chorus_app_js
Web app for making musical beat loops with friends online
discord-jeremy-bot
Discord bot that gives updates about Jeremy's life since he moved somewhere with no internet.
mtg-wordclouds
Makes a word cloud shaped like a mana symbol for each of the 5 colors in Magic: the Gathering.
plot-mtg-card-text-over-time
Graphs the yearly occurrences of any given keyword or phrase in Magic: the Gathering cards over Magic's entire history.
predicting-recipe-time
Predicting the completion time of a recipe from just the text of the instructions.
search-mtg-cards-similar-text
Searches for Magic: the Gathering cards with similar text to a given card, using TF-IDF.
vagabond-pai-sho-ai
A game where you can play Vagabond Pai Sho against an AI. Uses monte-carlo tree search.
wikipedia-environmental-articles-dataset
A collection of 1,397 Wikipedia articles related to environmental issues, for QA systems.
wordle-rolled-bot
A Discord bot I made that congratulates my friend with a procedurally-generated message whenever they post their Wordle score.
ygo-search-card-text
Scripts for downloading data for all Yu-Gi-Oh cards and searching their text for regular expressions.