GitHub topics: score-matching
yataobian/awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
Size: 203 KB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 334 - Forks: 30
kasselhingee/scorematchingad
R package for score matching by automatic differentiation
Language: C++ - Size: 9.11 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0
diff-usion/Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
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amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
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thirdie19/deno
🌐 Build secure applications with Deno, a modern runtime for JavaScript and TypeScript, designed for productivity and safety.
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MAD-SG/generative-ai-start-to-surrender
Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models
Language: Jupyter Notebook - Size: 334 MB - Last synced at: 13 days ago - Pushed at: 15 days ago - Stars: 4 - Forks: 0
soran-ghaderi/torchebm
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Language: Python - Size: 43.5 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 28 - Forks: 1
DeepGraphLearning/DiffPack
Implementation of DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing
Language: Python - Size: 10.4 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 90 - Forks: 7
lucidrains/denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Language: Python - Size: 2.51 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9,735 - Forks: 1,173
Ending2015a/toy_gradlogp
Some toy examples of score matching algorithms written in PyTorch
Language: Python - Size: 42.7 MB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 6
sqyu/genscore
Generalized Score Matching
Language: R - Size: 3.04 MB - Last synced at: 20 days ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 2
MinkaiXu/GeoDiff
Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).
Language: Python - Size: 2.19 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 374 - Forks: 81
JonathanCrabbe/FourierDiffusion
This repository implements time series diffusion in the frequency domain.
Language: Jupyter Notebook - Size: 15.6 MB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 49 - Forks: 8
shehzaidi/pre-training-via-denoising
Official implementation of pre-training via denoising for TorchMD-NET
Language: Python - Size: 83.8 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 92 - Forks: 14
yang-song/score_flow
Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)
Language: Python - Size: 65.4 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 144 - Forks: 24
dimitra-maoutsa/Geometric-path-augmentation-for-SDEs
Repository for inference method for stochastic processes through geometric path augmentation
Language: Jupyter Notebook - Size: 12.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0
yang-song/score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Language: Jupyter Notebook - Size: 4.35 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 1,659 - Forks: 222
yang-song/score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Language: Jupyter Notebook - Size: 3.93 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 1,921 - Forks: 330
ermongroup/ncsn
Noise Conditional Score Networks (NeurIPS 2019, Oral)
Language: Python - Size: 31.3 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 725 - Forks: 107
ermongroup/SDEdit
PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
Language: Python - Size: 36.5 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1,090 - Forks: 93
chen-hao-chao/ebflow
[NeurIPS 2023] Training Energy-Based Normalizing Flow with Score-Matching Objectives
Language: Python - Size: 10.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 1
ermongroup/sliced_score_matching
Code for reproducing results in the sliced score matching paper (UAI 2019)
Language: Python - Size: 8.73 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 147 - Forks: 23
mieskolainen/AIMS25
Synthetic Quantum Electrodynamics via Generative AI @ AIMS, Cape Town, 2025
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kevinsbello/iscan
A Python 3 package for identifying distribution shifts (a.k.a feature-shifts) between datasets. Official implementation of the paper: "iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models".
Language: Python - Size: 271 KB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 2
enhuiz/langevin-dynamics-and-score-matching
A demo shows how to combine Langevin dynamics with score matching for generative models.
Language: Python - Size: 23.9 MB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 38 - Forks: 4
ermongroup/ncsnv2
The official PyTorch implementation for NCSNv2 (NeurIPS 2020)
Language: Python - Size: 2.2 MB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 297 - Forks: 60
ekzhang/langevin-music
Noise-conditional score networks for music composition by annealed Langevin dynamics
Language: Python - Size: 76.2 KB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 2
py-img-gen/diffusers-ncsn
🤗 diffusers implementation of Noise Conditional Score Network (NCSN)
Language: Python - Size: 231 KB - Last synced at: about 7 hours ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
vzyrianov/lidargen
Official implementation of "Learning to Generate Realistic LiDAR Point Clouds" (ECCV 2022)
Language: Python - Size: 67.5 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 139 - Forks: 15
chen-hao-chao/dlsm
[ICLR 2022] Denoising Likelihood Score Matching for Conditional Score-based Data Generation
Language: Python - Size: 8.72 MB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 8 - Forks: 2
jiaor17/3D-EMGP
[AAAI 2023] The implementation for the paper "Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs"
Language: Python - Size: 47.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 32 - Forks: 7
chen-hao-chao/qcsbm
[ICML 2023] On Investigating the Conservative Property of Score-Based Generative Models
Language: Python - Size: 11.5 MB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 1
chen-hao-chao/dlsm-toy
[ICLR 2022] Toy Experiments for Denoising Likelihood Score Matching for Conditional Score-based Data Generation
Language: Python - Size: 1.73 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0
dimitra-maoutsa/DeterministicParticleFlowControl
Repository for Deterministic Particle Flow Control framework
Language: Python - Size: 42.3 MB - Last synced at: 11 days ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 1
tim-kuechler/SemanticSynthesisForScoreBasedModels
Code for my Bachelor thesis on Semantic Image Synthesis with Score-Based Generative Models
Language: Python - Size: 1.87 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
mbreuss/consistency_trajectory_models_toy_task
Minimal unofficial implementation of Consistency Trajectory models on a 1D toy task.
Language: Python - Size: 689 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0
suuyawu/Score-based-Hypothesis-Testing-for-Unnormalized-Models
Score-based Hypothesis Testing for Unnormalized Models
Language: Python - Size: 34.8 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1
suuyawu/Quickest-Change-Detection-for-Unnormalized-Statistical-Models
Quickest Change Detection for Unnormalized Statistical Models
Language: Python - Size: 632 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1
zelaki/Reading-Diffusion
A collection of interesting papers on Diffusion Models
Size: 17.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
pjborowiecki/COMP3547-Deep-Learning
This repository contains my final submission for the COMP3547 Deep Learning module assignment at Durham University in the academic year 2022/2023. The project focuses on diffusion-based models and their application in synthesising new, unique images, which could plausibly come from a training data set. Final grade received was 71/100.
Language: Python - Size: 6.92 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
keonlee9420/WaveGrad2
PyTorch Implementation of Google Brain's WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis
Language: Python - Size: 18 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 64 - Forks: 14
dimitra-maoutsa/odes_for_sdes
Deterministic particle dynamics for simulating Fokker-Planck probability flows
Language: Jupyter Notebook - Size: 5.81 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 0
dimitra-maoutsa/score_function_estimators
collection of the score estimators I use
Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0