Sean Robertson

rivet. Rivet Actors are the primitive for stateful workloads. Built for AI agents, collaborative apps, and durable execution.

OpenAI-Apps-Handbook. How to build apps for ChatGPT?

blue-switch. Blue Switch is a macOS application that allows you to switch Bluetooth devices like Magic Keyboard, Magic Trackpad, and Magic Mouse between computers with just one click.

dochia-cli. Dochia automatically generates and executes negative and boundary testing so you and your AI agents can focus on building. Because nobody wants to debug why their "enterprise-grade" API can't handle a simple 🤷‍♀️

firecrawl. The API to search, scrape, and interact with the web at scale. 🔥

agents-towards-production. End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

ml-practical-usecases. A database of 650 Machine Learning (ML) system design case studies from 100+ companies.

hono-better-auth. 🚀 Hono x Better Auth: Seamlessly integrate powerful authentication with Hono, Better-Auth and Drizzle ORM. Secure, scalable, and built for modern web applications. 🛡️✨

12-factor-agents. What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

agentos. A faster, lighter, cheaper alternative to sandboxes. Run any coding agent inside an isolated Linux VM, with agent orchestration built in.

mural. Mural - a low cost wall plotter

bright. React Server Component for syntax highlighting

shiki. A beautiful yet powerful syntax highlighter

enlighten.nvim. AI tools for Neovim

mastra. Mastra is the modern TypeScript framework for AI-powered applications and agents.

modest. musical harmony library for Lua

yaegi. Yaegi is Another Elegant Go Interpreter

luigi. Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

pyper. Concurrent Python made simple

tenacity. Retrying library for Python

trustcall. Tenacious tool calling built on LangGraph

index. The SOTA Open-Source Browser Agent for autonomously performing complex tasks on the web

stream-multi. TypeScript

CopilotKit. The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol

hey. HTTP load generator, ApacheBench (ab) replacement

oban. 💎 Robust job processing in Elixir, backed by modern PostgreSQL, SQLite3, and MySQL

slime. Minimalistic HTML templates for Elixir, inspired by Slim.

Civet. A TypeScript superset that favors more types and less typing

TypedCoffeeScript. rewrite of the CoffeeScript compiler with proper compiler design principles and a focus on robustness and extensibility

sanitize-html. Clean up user-submitted HTML, preserving whitelisted elements and whitelisted attributes on a per-element basis. Built on htmlparser2 for speed and tolerance

adaptive-streamlines. Variable-density streamlines generator

streamlines. Streamlines calculator

spot. React-like desktop GUI toolkit for Go

node-in-english. A web server, written in plain English.

neovim. Lua

multipleWindow3dScene. A quick example of how one can "synchronize" a 3d scene across multiple windows using three.js and localStorage

tremolo. A Swiss Army knife, crash-free ASGI server and web framework for handling large file uploads. Zero-dependency.

babel-plugin-glowup-vibes. the most goated babel plugin

ReadMe.

ThreadGPT. Alternative frontend to ChatGPT (gpt-3.5-turbo / gpt-4) with a thread-based interface

basic-kitty-journaling. An example version of kitty just focused on morning questions

svelte-inview. A Svelte action that monitors an element enters or leaves the viewport.🔥

sveltekit-og. Generate Open Graph Images dynamically from HTML/CSS without a browser in SvelteKit

redis-arXiv-search. Vector search demo with the arXiv paper dataset, RedisVL, HuggingFace, OpenAI, Cohere, FastAPI, React, and Redis.

gpt-engineer. CLI platform to experiment with codegen. Precursor to: https://lovable.dev

helloworld. Hello World using 6 different methods in Assembly Language for Raspberry Pi

nats. NATS client in pure Crystal with JetStream support

grpc. Pure-Crystal implementation of gRPC

redis. Pure-Crystal Redis client, supporting clustering, RedisJSON, RediSearch, and RedisTimeSeries

instructor. structured outputs for llms

ai-functions. Rust

agency. Agency: Robust LLM Agent Management with Go

bubbletea. A powerful little TUI framework 🏗

whisper-api-proxy. Simple web server that fetches Whisper transcriptions from audio files

llama-hub. A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

lytroctrl. Utilities and supporting library for controlling original Lytro lightfield cameras

just. 🤖 Just a command runner

cgpt_exceptions. Python

boostbox. Some notes on a cli terminal, upcycling an old super 8 film viewer

jotai. 👻 Primitive and flexible state management for React

nn-zero-to-hero. Neural Networks: Zero to Hero

aiaiart. Course content and resources for the AIAIART course.

ln. 3D line art engine.

isovoxel. Isometric voxel generative art

hydro. Ultra-pure, lag-free prompt with async Git status—just for Fish

kemal. Fast, Effective, Simple Web Framework

LunarVim. 🌙 LunarVim is an IDE layer for Neovim. Completely free and community driven.

iris. Open Source Photos Platform Powered by PyTorch

generative-artistry. A website for self coding generative art tutorials.

peak-map. Make a ridge line chart from any region on Earth

textual. The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.

rich. Rich is a Python library for rich text and beautiful formatting in the terminal.

tldr-transformers. The "tl;dr" on a few notable transformer papers (pre-2022).

name-classification-pytorch. Human names country of origin classification using RNN in PyTorch. Including deployment to the web.

nanostores. A tiny (340 bytes) state manager for React/RN/Preact/Vue/Svelte with many atomic tree-shakable stores

Dexcom-ESP32-Reader. ESP32 read Dexcom G5/G6 (glucose, raw, calibration, battery, backfill) data.

guardian. Guardian watches over your files and run assigned tasks.

STM32-with-macOS. C

Arduino-FOC. Arduino FOC for BLDC and Stepper motors - Arduino Based Field Oriented Control Algorithm Library

acid-banger. The Endless Acid Banger

pytorch_handwriting_synthesis. Handwriting Synthesis and Prediction - PyTorch Implementation

open_robot_actuator_hardware.

driva-x2. Experimental dual BLDC board for use with SimpleFOC

Recoil. Recoil is an experimental state management library for React apps. It provides several capabilities that are difficult to achieve with React alone, while being compatible with the newest features of React.

bracey.vim. live edit html, css, and javascript in vim

minGPT. A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

OctoPrintStatusMenuBar. A menu bar application for monitoring OctoPrint status

carbon. :black_heart: Create and share beautiful images of your source code

moo. Optimised tokenizer/lexer generator! 🐄 Uses /y for performance. Moo.

rxdeep. rxjs deep state management

dijo. scriptable, curses-based, digital habit tracker

aioreactive. Async/await reactive tools for Python 3.10+

thinc. 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

aviary.sh. Minimal distributed configuration management in bash

alphabetify. Learn a new alphabet by reading a good text in your native alphabet with more and more foreign letters.

1001tracklist-api. A small REST api providing some functionality to fetch data from 1001tracklist.com

photomosaic. Creating fun photomosaics, GIFs, and murals from your family pictures using ML & similarity search

google_timeline_maps. Mapping Google Timeline data with Processing

developer-roadmap. Interactive roadmaps, guides and other educational content to help developers grow in their careers.

ink. 🌈 React for interactive command-line apps

Ki. ⌘ Work in macOS like you work in vim

jaq. jaq is a CLI tool for scripting and chaining JSON API requests.

hasktorch. Tensors and neural networks in Haskell

countries. All sorts of useful information about every country packaged as convenient little country objects. It includes data from ISO 3166 (countries and states/subdivisions ), ISO 4217 (currency), and E.164 (phone numbers).

papernotes. My personal notes and surveys on DL, CV and NLP papers.

grokking-pytorch. The Hitchiker's Guide to PyTorch

matchbox. Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.

Structured-Self-Attention. A Structured Self-attentive Sentence Embedding

mdx. Markdown for the component era

torchMoji. 😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

nonauto-nmt. PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"

fasd. Command-line productivity booster, offers quick access to files and directories, inspired by autojump, z and v.

cryptogains. Utilities for calculating capital gains/losses on crypto transactions

recurrent-visual-attention. A PyTorch Implementation of "Recurrent Models of Visual Attention"

whereami. Uses WiFi signals :signal_strength: and machine learning to predict where you are

underdark-android. Bluetooth peer-to-peer mesh networking for Android

wav2letter. Facebook AI Research's Automatic Speech Recognition Toolkit

Recurrent-Highway-Hypernetworks-NIPS. Cleaned original source code from my NIPS publication

PyTorch-Batch-Attention-Seq2seq. PyTorch implementation of batched bi-RNN encoder and attention-decoder.

torchfold. Tools for PyTorch

nivo. nivo provides a rich set of dataviz components, built on top of the awesome d3 and React libraries

spotlight. Deep recommender models using PyTorch.

nlp-datasets. Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

Structured-Self-Attentive-Sentence-Embedding. An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).

pytorch_notebooks. tutorial notebooks

Pytorch-Sketch-RNN. a pytorch implementation of https://arxiv.org/abs/1704.03477

attention-is-all-you-need-pytorch. A PyTorch implementation of the Transformer model in "Attention is All You Need".

ARAE. Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

forward-thinking-pytorch. Pytorch implementation of "Forward Thinking: Building and Training Neural Networks One Layer at a Time"

pytorch-sentiment-neuron. Python

attention_is_all_you_need. Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

pytorch-dnc. Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom

neataptic. :rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js

rnn.wgan. Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

diracnets. Training Very Deep Neural Networks Without Skip-Connections

contiguous-succotash. Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch

readme2tex. Renders TeXy Math for Github Readme - No longer needed with official MathTex support on GH

Pytorch-NCE. The Noise Contrastive Estimation for softmax output written in Pytorch

sketch-rnn-datasets. optional extra vector image datasets for sketch-rnn

ParlAI. A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

ai_notes. machine learning/artificial intelligence notes

texts. assorted text data

pytorch-cheatsheet. Check out improved:

practical-pytorch. Project based PyTorch tutorials, focused on using neural networks (especially RNNs) for natural language tasks

KaTeX. Fast math typesetting for the web.

dl4ir-searchQA. HTML

byteNet-tensorflow. ByteNet for character-level language modelling

NOC-S17-2-Intelligence-Learning. Syllabus for Part 2 of Nature of Code: "Intelligence and Learning" at ITP Spring 2017 Edit

AGE. Code for the paper "Adversarial Generator-Encoder Networks"

treelstm.pytorch. Tree LSTM implementation in PyTorch

flappy-es. Flappy Bird AI using Evolution Strategies

Awesome-pytorch-list. A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

pytorch_RVAE. Recurrent Variational Autoencoder that generates sequential data implemented with pytorch

torch-rnn-server. This is a small server that provides responsive, inline "autocomplete" powered by a recurrent neural network.

rnn-writer. Package for the Atom text editor that provides responsive, inline "autocomplete" powered by a recurrent neural network.

python-fire. Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

DiscoGAN-pytorch. PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

pytorch-tutorial. PyTorch Tutorial for Deep Learning Researchers

rwa. Machine Learning on Sequential Data Using a Recurrent Weighted Average

Practical_RL. A course in reinforcement learning in the wild

tree2seq. C++ code of "Tree-to-Sequence Attentional Neural Machine Translation (tree2seq ANMT)"

e2e-gLSTM-sc. Code for paper "Image Caption Generation with Text-Conditional Semantic Attention"

hyper-pane. Extension for Hyper.app to enhance pane navigation.

moniel. Interactive Notation for Computational Graphs

the-incredible-pytorch. The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

neural-semantic-encoders. Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)

pytorch-a3c. PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

graphql-tools. :wrench: Utility library for GraphQL to build, stitch and mock GraphQL schemas in the SDL-first approach

quasi-rnn. Character-level Neural Translation using Quasi-RNNs

lectures. Oxford Deep NLP 2017 course

Pytorch-Tutorials. Pytorch tutorials for Neural Style transfert

awesome-pytorch. Awesome PyTorch

jupyter-vim-binding. Jupyter meets Vim. Vimmer will fall in love.

Neural-Dialogue-Generation. Lua

pytorch-notebooks. random pytorch hacks

neural-vqa. :grey_question: Visual Question Answering in Torch

pytorch-examples. Simple examples to introduce PyTorch

tensorflow-shakespeare. Neural machine translation between the writings of Shakespeare and modern English using TensorFlow

attention-transfer. Improving Convolutional Networks via Attention Transfer (ICLR 2017)

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

attention-over-attention. Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow

MazeBase. Simple environment for creating very simple 2D games and training neural network models to perform tasks within them

tweet2vec. Implementation of the model presented in our ECIR 2017 paper

bi-att-flow. Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

rnn-tutorial. RNN Tutorial for Artists

hyperline. ✨ Status line plugin for Hyper ✨

MemNN. Memory Networks implementations

chainer-dfi. Implementation of Deep Feature Interpolation

trending_arxiv. Track trending arXiv papers on Twitter from within your circle

vim-ditto. :speak_no_evil: Stop repeating yourself

deep-simplification. Text simplification using RNNs

hyper. A terminal built on web technologies

universql. A universal query language for databases

teensy-wifi-weather-logger. Weather WiFi logging badge with Teensy 3.2, ESP8266, OLED and BME280 sensor

Dice10. Tiny electronic dice based on ATtiny10

quorum. A permissioned implementation of Ethereum supporting data privacy

quiver. Interactive convnet features visualization for Keras

omniglot. Omniglot data set for one-shot learning

dcgan_vae_torch. An implementation of the deep convolutional generative adversarial network, combined with a varational autoencoder

pixelCNN. Torch implementation of PixelCNN for MNIST