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🦜🔗 Build context-aware reasoning applications
A latent text-to-image diffusion model
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the 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.
An open-source audio wake word (or phrase) detection framework with a focus on performance and simplicity.
Set of scripts and notebooks used to produce results visible in RecipeNLG paper
A simple & elegant experiment tracking framework that integrates persistence logic & best practices directly into Python
Collection of notebooks for time series analysis
Software design principles for machine learning applications
Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"
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