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DSL and compiler framework for automated finite-differences and stencil computation

Python 562 228 Updated Nov 1, 2024

The code for "An online plug-and-play algorithm for regularized image reconstruction", IEEE TCI, 2019.

MATLAB 9 2 Updated Jan 22, 2020

A collection of codes with OpenFWI project

Python 72 13 Updated May 2, 2023

This repository contains a benchopt benchmark for solving inverse problems with diffusion prior.

HTML 2 1 Updated Mar 15, 2024
Python 46 5 Updated Oct 26, 2022

Next generation FEniCS problem solving environment

C++ 769 182 Updated Nov 2, 2024

An Extensible Software Framework for Large-Scale Inverse Problems

Python 138 42 Updated Oct 4, 2024

Consistency Models Made Easy

Python 213 7 Updated Oct 13, 2024

DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention

Python 113 3 Updated May 29, 2024

Open-Sora: Democratizing Efficient Video Production for All

Python 22,110 2,159 Updated Aug 9, 2024

Official Pytorch repository for "Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective", where FPS (Filtering Posterior Sampling) as well as its extension FPS-SMC…

Python 22 5 Updated Aug 6, 2024

Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

Python 1,246 218 Updated Oct 25, 2024

Plotting functions for the Event Horizon Telescope

Python 52 12 Updated Oct 10, 2024

[ICML 2024] Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance

Python 34 3 Updated Oct 9, 2024

Official repository for the Monte Carlo guided Diffusion for Bayesian linear inverse problems paper:

Python 13 3 Updated Apr 3, 2024

Analyzing and Improving the Training Dynamics of Diffusion Models (EDM2)

Python 519 21 Updated May 30, 2024

Schedule-Free Optimization in PyTorch

Python 1,848 65 Updated Sep 24, 2024

Collection of common code that's shared among different research projects in FAIR computer vision team.

Python 2,016 229 Updated Oct 17, 2024

[NeurIPS 2023] Official Implementation: "Consistent Diffusion Models"

Python 54 3 Updated Apr 17, 2023

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references und…

HTML 5,157 416 Updated Nov 1, 2024

DSPy: The framework for programming—not prompting—foundation models

Python 18,375 1,412 Updated Nov 2, 2024

A controllable image composition model which could be used for image blending, image harmonization, view synthesis.

Python 142 9 Updated Sep 29, 2024

MiniSora: A community aims to explore the implementation path and future development direction of Sora.

Python 1,211 151 Updated Oct 8, 2024

Official PyTorch implmentation of paper "T-Stitch: Accelerating Sampling in Pre-trained Diffusion Models with Trajectory Stitching"

Jupyter Notebook 95 2 Updated Feb 26, 2024

A generative model for programmable protein design

Python 682 91 Updated Apr 11, 2024

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficie…

C++ 8,548 971 Updated Nov 1, 2024

The official PyTorch implementation of Google's Gemma models

Python 5,277 508 Updated Jul 31, 2024

[NeurIPS 2023] Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models

Python 599 42 Updated Jul 17, 2024

A programming framework for agentic AI 🤖

Jupyter Notebook 32,527 4,735 Updated Nov 2, 2024

[CVPR 2024] Deformable Convolution v4

Python 502 27 Updated May 17, 2024
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