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🦜🔗 Build context-aware reasoning applications
A latent text-to-image diffusion model
Python programs, usually short, of considerable difficulty, to perfect particular skills.
llama3 implementation one matrix multiplication at a time
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Create delightful software with Jupyter Notebooks
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
A Bulletproof Way to Generate Structured JSON from Language Models
A Deep Learning based project for creating line art portraits.
Deep Reinforcement Learning: Zero to Hero!
Code for the paper "ViperGPT: Visual Inference via Python Execution for Reasoning"
A Stable Diffusion desktop frontend with inpainting, img2img and more!
Query data on the command line with SQL-like SELECTs powered by Python expressions
Natural Intelligence is still a pretty good idea.
Set of scripts and notebooks used to produce results visible in RecipeNLG paper
An open-source audio wake word (or phrase) detection framework with a focus on performance and simplicity.
A simple & elegant experiment tracking framework that integrates persistence logic & best practices directly into Python
Collection of notebooks for time series analysis
Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"
Software design principles for machine learning applications
A numpy implementation of forward energy from the paper “Improved Seam Carving for Video Retargeting" (2008)
The global fossil fuel supply chain, mapped at the asset-level.
Multi-purpose tool for sound design and music production implemented in TensorFlow.
Django + shell_plus + Jupyter notebooks made easy.
A set of tweening / easing functions implemented in Python.
A C++ monorepo for discrete and continuous optimization. Batteries included!
All notebooks from video tutorials