Discover minimaxir/sf-arrests-predict Open Source project

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

46,104

textgenrnn

Some of the hidden norms about Hacker News not otherwise covered in the Guidelines and the FAQ.

4,941

hacker-news-undocumented

3,616

simpleaichat

Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

3,463

gpt-2-simple

Data scraper for Facebook Pages, and also code accompanying the blog post How to Scrape Data From Facebook Page Posts for Statistical Analysis

3,402

facebook-page-post-scraper

Automatically "block" people in images (like Black Mirror) using a pretrained neural network.

2,116

person-blocker

Provide an input CSV and a target field to predict, generate a model + code to run it.

2,022

automl-gs

A robust Python tool for text-based AI training and generation using GPT-2.

1,845

aitextgen

Python package + CLI to generate stylistic wordclouds, including gradients and icon shapes!

1,831

stylecloud

Test prompts for OpenAI's GPT-3 API and the resulting AI-generated texts.

825

gpt-3-experiments

A set of utilities that allow the user to easily convert video files to very-high-quality GIFs on OS X.

702

video-to-gif-osx

Shell

395

copy-syntax-highlight-osx

Copy Syntax Highlight for OS X is an OS X service which copies the selected text to the clipboard, with proper syntax highlighting for the given language.

381

gpt-2-cloud-run

Text-generation API via GPT-2 for Cloud Run

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

313

reactionrnn

Method to encode text for GPT-2 to generate text based on provided keywords

299

gpt-2-keyword-generation

Python script to download public Tweets from a given Twitter account into a format suitable for AI text generation.

260

download-tweets-ai-text-gen

Train a neural network optimized for generating tweets based off of any number of Twitter users.

220

tweet-generator

A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras

218

char-embeddings

A Twitter bot which tweets Magic: the Gathering cards with appropriate GIFs superimposed onto them.

214

magic-the-gifening

Minimalist Win/OSX/Linux System Dashboard using Flask and Freeboard

212

system-dashboard

Create high-quality images programmatically with easily-hackable templates.

200

imgmaker

Set up the CTRL text-generating model on Google Compute Engine with just a few console commands.

175

ctrl-gce

Shell

151

ai-generated-pokemon-rudalle

Python script to preprocess images of all Pokémon to finetune ruDALL-E

Python package to generate image embeddings with CLIP without PyTorch/TensorFlow

138

imgbeddings

Code and UI for running a Magic card text generator API via GPT-2

134

mtg-gpt-2-cloud-run

Simple Python scripts to download all Hacker News submissions and comments and store them in a PostgreSQL database.

120

get-all-hacker-news-submissions-comments

Dump of generated texts from GPT-2 trained on Hacker News titles

119

hacker-news-gpt-2

117

facebook-ad-library-scraper

A Python scraper for the Facebook Ad Library, using the official Facebook Ad Library API.

Code + Jupyter notebook for analyzing and visualizing Reddit Data quickly and easily

114

reddit-bigquery

112

optillusion-animation

Python code to submit rotated images to the Cloud Vision API + R code for visualizing it

Demos utilizing the ChatGPT API

chatgpt_api_test

A client for OpenAI's GPT-3 API for ad hoc testing of prompt without using the web interface.

gpt-3-client

Jupyter Notebooks for experimenting with negative prompting with Stable Diffusion 2.0.

stable-diffusion-negative-prompt

Python scripts for creating stylistic word clouds

stylistic-word-clouds

Python code for building a GPT-3 based technical blog post optimizer.

gpt3-blog-title-optimizer

R Code + R Notebook for analyzing millions of Amazon reviews using Apache Spark

amazon-spark

Python package + CLI to generate wordclouds of Twitter tweets.

twcloud

A (relatively) minimal configuration app to run Twitter bots on a schedule that can scale to unlimited bots.

twitter-cloud-run

Repository to benchmark the performance of Cloud CPUs vs. Cloud GPUs on TensorFlow and Google Compute Engine.

deep-learning-cpu-gpu-benchmark

This repository contains a script used to get the GitHub profile information of all the people who've Stared a given GitHub repository

get-profile-data-of-repo-stargazers

Python script to quickly generate a Font Awesome icon imposed on a background for steering AI image generation.

icon-image

Test prompts for GPT-J-6B and the resulting AI-generated texts

gpt-j-6b-experiments

ml-data-generator

Python script to generate fake datasets optimized for testing machine learning/deep learning workflows

Download *ALL* the submissions from Hacker News

hacker-news-download-all-stories

Code + Jupyter Notebooks for Visualizing Clusters of Clickbait Headlines Using Spark, Word2vec, and Plotly

clickbait-cluster

Docker container for keras + cntk intended for nvidia-docker

keras-cntk-docker

A Foursquare data scraper that gathers all venues within a specified geographic area.

foursquare-venue-scraper

Jupyter notebook + Code for processing Facebook Reactions data and making Interactive Charts

interactive-facebook-reactions

Tools for scraping YouTube video metadata (mostly for training AI on video titles)

youtube-video-scraper

R Code + Jupyter notebook for analyzing and visualizing NYC Taxi data

nyc-taxi-notebook

sdxl-experiments

Jupyter Notebooks for experimenting with Stable Diffusion XL 1.0

Repository containing script on how I processed and charted Yelp data.

yelp-review-analysis

langchain-problems

Demos of some issues with LangChain.

Train a neural network optimized for generating Reddit subreddit posts

subreddit-generator

Repository w/ Jupyter + R Notebooks for creating a model to predict the success of Reddit submissions with Keras.

predict-reddit-submission-success

A minimal proof-of-concept Python script to tweet human-curated Tweets on a schedule.

autotweet-from-googlesheet

Convert images to a styled, minimal representation, quickly with NumPy

tritonize

Code for Benchmarking CNTK performance on Keras vs. TensorFlow

keras-cntk-benchmark

An application that allows the user to easily convert frames to very-high-quality GIFs on OS X.

frames-to-gif-osx

minimaxir.github.io

Blog Posts and Theme for https://minimaxir.com

Repository for ggplot2 tutorial

ggplot-tutorial

legaladvice-gpt2

Dump of generated texts from GPT-2 trained on /r/legaladvice subreddit titles

chatgpt-structured-data

Demos of ChatGPT's function calling/structured data support.

R Code + Jupyter notebook for replicating analysis of when and where arrests in San Francisco occur.

sf-arrests-when-where

pokemon-3d

Code + Visualizations processing and visualizing Pokémon data in 3D

Reddit title generator API based on GPT-2

reddit-gpt-2-cloud-run

Regression Analysis for Facebook keywords.

facebook-keyword-regression-analysis

chatgpt-tips-analysis

Jupyter Notebooks for testing the impact of tip incentives for ChatGPT

Examples of stylistic word clouds generated via the stylecloud Python package

stylecloud-examples

Code + Visualizations for processing 2016 Stack Overflow Survey Data

stack-overflow-survey

A small Python script to get the heart rate data generated from an Apple Watch in a CSV form

get-heart-rate-csv

A quick pair of Python scripts to retrieve all bars within a given area, then retrieve metadata and process it.

get-bars-from-foursquare

Code and visualizations for related/similar subreddits

subreddit-related

Tools for encoding Magic: The Gathering cards into a form suitable for AI text generation

ai-generated-magic-cards

Proof of concept on how to use TensorFlow for prediction tasks in a multiprocess setting.

tensorflow-multiprocess-ray

A text-generating AI to generate Pokémon names.

pokemon-ai

R code needed to reproduce Relationship between Reddit Comment Score and Comment Length for 1.66 Billion Comments visualization

reddit-comment-length

mtg-card-creator-api

Code for running a Magic card image generator API

Examples + Visualizations of datasets modeled using automl-gs

automl-gs-examples

Jupyter notebook + Code for reproducing Reddit Subreddit graphs

reddit-graph

R Code + R Notebook on how to process and visualize NCAA basketball data.

ncaa-basketball

pokemon-embeddings

Jupyter Notebooks and an R Notebook for encoding Pokémon embeddings and creating data visualizations.

Jupyter notebook + Code for scraping AngelList data and making an interactive chart of SFBA salaries/equity

sfba-compensation

Scraper of ResetEra threads and posts to get them into a format suitable for feeding them into GPT-2.

resetera-gpt-2

Processes data from images which are tagged with the specified Instagram tag.

get-data-from-photos-from-instagram-tags

Code used for analysis of Hacker News comments.

hacker-news-comment-analysis

char-tsne-visualization

Visualizations of character embeddings from derived character vectors.

R Code + R Notebook on how to process and visualize the official IMDb datasets.

imdb-data-analysis

hn-heatmaps

Code and data necessary to reproduce heatmaps relating HN Submission time to submission score.

sf-crimes-covid

Spot checking impact of SF shelter-in-places on crime reporting.

imgur-decline

R Code + R Notebook for analyzing the decline of Imgur on Reddit.

Experiments with generating GPT-2 fanfiction on specified topics.

gpt-2-fanfiction

notebooks

This GitHub Repository stores my R Notebooks, allowing GitHub Pages to serve the R Notebooks on my website

Creates a .csv of all Marvel Comics Characters + Statistics via the Marvel API

all-marvel-comics-characters

Data and code for analyzing Movie Lead Gender.

movie-gender

Code needed to reproduce data analysis and charts for MIT/Harvard Online Course Data

online-class-charts

ggplot2-web

R Code + R Notebook on how to make high quality data visualizations on the web with ggplot2.