Discover minimaxir/keras-cntk-benchmark 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.

45,765

textgenrnn

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

4,936

hacker-news-undocumented

3,541

gpt-2-simple

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

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

3,367

simpleaichat

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

3,329

facebook-page-post-scraper

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

2,100

person-blocker

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

2,024

automl-gs

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

1,836

aitextgen

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

1,827

stylecloud

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

817

gpt-3-experiments

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

710

video-to-gif-osx

Shell

396

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.

380

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

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

298

download-tweets-ai-text-gen

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

219

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

214

system-dashboard

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

199

imgmaker

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

168

ctrl-gce

Shell

154

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

140

imgbeddings

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

122

mtg-gpt-2-cloud-run

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

119

get-all-hacker-news-submissions-comments

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

116

hacker-news-gpt-2

114

reddit-bigquery

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

110

facebook-ad-library-scraper

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

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

108

optillusion-animation

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

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

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

deep-learning-cpu-gpu-benchmark

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

gpt-j-6b-experiments

icon-image

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

Download *ALL* the submissions from Hacker News

hacker-news-download-all-stories

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

ml-data-generator

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

subreddit-generator

Train a neural network optimized for generating Reddit subreddit posts

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

predict-reddit-submission-success

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

tritonize

Demos of some issues with LangChain.

langchain-problems

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

autotweet-from-googlesheet

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

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

legaladvice-gpt2

ggplot-tutorial

Repository for ggplot2 tutorial

sf-arrests-when-where

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

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-structured-data

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

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 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

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

get-heart-rate-csv

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

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

automl-gs-examples

Examples + Visualizations of datasets modeled using automl-gs

Jupyter Notebooks for testing the impact of tip incentives for ChatGPT

chatgpt-tips-analysis

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

sfba-compensation

Code used for analysis of Hacker News comments.

hacker-news-comment-analysis

char-tsne-visualization

Visualizations of character embeddings from derived character vectors.

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

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.

gpt-2-fanfiction

Experiments with generating GPT-2 fanfiction on specified topics.

notebooks

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

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

imgur-decline

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.

Code + Jupyter notebook for analyzing and visualizing means and medians of keywords in the top Reddit Subreddits.

reddit-subreddit-keywords

reddit-mean-score

Quick data visualization for Reddit Mean Submission Score by Subreddit

sf-arrests-predict

R Code + R Notebook for predicting arrest types in San Francisco.

R Code + R Notebook for creating an interactive graph network of Have I Been Pwned data using R and Plotly.

breach-network