Diffusion Model Implementations Diffusion Models

Educational and foundational implementations of diffusion models across various frameworks and domains (PyTorch, C++, biomedical signals, 2D shapes). Does NOT include applications that primarily use pre-built diffusion models for specific tasks (image generation, segmentation, denoising) or domain-specific adaptations without emphasis on the core implementation.

There are 241 diffusion model implementations models tracked. 7 score above 50 (established tier). The highest-rated is quantgirluk/aleatory at 61/100 with 357 stars. 1 of the top 10 are actively maintained.

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#	Model	Score	Tier	Stars	Language
1	quantgirluk/aleatory 📦 Python library for Stochastic Processes Simulation and Visualisation	61	Established	357	Python
2	blei-lab/treeffuser Treeffuser is an easy-to-use package for probabilistic prediction and...	58	Established	55	Jupyter Notebook
3	TuftsBCB/RegDiffusion Diffusion model for gene regulatory network inference.	56	Established	28	Python
4	yuanchenyang/smalldiffusion Simple and readable code for training and sampling from diffusion models	53	Established	715	Python
5	chairc/Integrated-Design-Diffusion-Model IDDM (Industrial, landscape, animate, latent diffusion), support LDM, DDPM,...	52	Established	259	Python
6	NVlabs/FastGen NVIDIA FastGen: Fast Generation from Diffusion Models	50	Established	632	Python
7	lvyufeng/denoising-diffusion-mindspore Implementation of Denoising Diffusion Probabilistic Model in MindSpore	50	Established	46	Python
8	explainingai-code/DDPM-Pytorch This repo implements Denoising Diffusion Probabilistic Models (DDPM) in Pytorch	47	Emerging	179	Python
9	bot66/MNISTDiffusion Implement a MNIST(also minimal) version of denoising diffusion probabilistic...	46	Emerging	143	Python
10	Techtonique/esgtoolkit Tools for Stochastic Simulation using diffusion models (R).	46	Emerging	13	HTML
11	milmor/diffusion-transformer Implementation of Diffusion Transformer Model in Pytorch	46	Emerging	73	Python
12	stocnet/manynet Many Ways to Make and Modify Myriad Networks	45	Emerging	13	HTML
13	Hramchenko/diffusion_distiller 🚀 PyTorch Implementation of "Progressive Distillation for Fast Sampling of...	44	Emerging	260	Python
14	mikonvergence/DiffusionFastForward DiffusionFastForward: a free course and experimental framework for...	44	Emerging	678	Jupyter Notebook
15	malthee/evolutionary-diffusion Applying Evolutionary Computing to Embeddings of Diffusion Models	44	Emerging	16	Jupyter Notebook
16	fallenshock/SinDDM Official pytorch implementation of the paper: "SinDDM: A Single Image...	43	Emerging	119	Python
17	madaan/minimal-text-diffusion A minimal implementation of diffusion models for text generation	42	Emerging	410	Python
18	wgcban/ddpm-cd Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models	42	Emerging	340	Python
19	bentoml/BentoDiffusion BentoDiffusion: A collection of diffusion models served with BentoML	42	Emerging	382	Python
20	kpandey008/DiffuseVAE Official implementation of "DiffuseVAE: Efficient, Controllable and...	42	Emerging	381	Python
21	Ryota-Kawamura/How-Diffusion-Models-Work In How Diffusion Models Work, you will gain a deep familiarity with the...	42	Emerging	174	Jupyter Notebook
22	varun-ml/diffusion-models-tutorial Experiment with diffusion models that you can run on your local jupyter instances	41	Emerging	66	Jupyter Notebook
23	JeremyChou28/Daily-Arxiv-Tools This repository implements an automated crawling tool for topics about "data...	41	Emerging	3	Python
24	tonyzyl/ladcast Latent Diffusion model for ensemble weather forecasting	41	Emerging	24	Python
25	Beinsezii/skrample Composable sampling functions for diffusion models	41	Emerging	8	Python
26	sleep3r/Diffusion-Handwriting-Generation.pytorch Diffusion Model for Online Handwriting Generation	41	Emerging	5	Python
27	Won-Seong/simple-latent-diffusion-model Simple Version of Latent Diffusion Models	40	Emerging	6	Jupyter Notebook
28	JZK00/EEG-DIF EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion...	40	Emerging	35	Python
29	KiUngSong/Generative-Models Repository of Various Test & Implementation of Generative Models	40	Emerging	37	Jupyter Notebook
30	gmongaras/Diffusion_models_from_scratch Creating a diffusion model from scratch in PyTorch to learn exactly how they work.	40	Emerging	394	Python
31	hmdolatabadi/denoising_diffusion Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in...	40	Emerging	91	Python
32	luping-liu/PNDM The official implementation for Pseudo Numerical Methods for Diffusion...	40	Emerging	356	Python
33	jialuechen/windtunnel Python Market Simulation Engine Built on top of Generative AI	39	Emerging	110	Python
34	showlab/D-AR the official repo for "D-AR: Diffusion via Autoregressive Models"	39	Emerging	135	Python
35	JonathanCrabbe/FourierDiffusion This repository implements time series diffusion in the frequency domain.	39	Emerging	61	Jupyter Notebook
36	w86763777/pytorch-image-generation-metrics Pytorch implementation of common image generation metrics.	39	Emerging	198	Python
37	davitpapikyan/Probabilistic-Downscaling-of-Climate-Variables Probabilistic Downscaling of Climate Variables Using Denoising Diffusion...	39	Emerging	28	Python
38	mlvlab/DDMI Official Implementation (Pytorch) of "DDMI: Domain-Agnostic Latent Diffusion...	39	Emerging	27	Python
39	alshedivat/diffusion-playground A playground for experimenting with diffusion models 🌀	39	Emerging	26	Python
40	touretzkyds/DiffusionDemo In-depth exploration of stable diffusion models, walking readers through the...	39	Emerging	21	Python
41	AI4Science-WestlakeU/wdno [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models...	39	Emerging	58	Python
42	wjq-learning/EEGDiffuser [Neurocomputing 2026] EEGDiffuser: Label-guided EEG signals synthesis via...	39	Emerging	9	Python
43	diegovalsesia/MMD-DDM Fast Inference in Denoising Diffusion Models via MMD Finetuning	38	Emerging	18	Python
44	ML4ITS/Latent-Diffusion-Model-for-Conditional-Reservoir-Facies-Generation [official] PyTorch implementation of Latent Diffusion Model for Conditional...	38	Emerging	17	Python
45	swookey-thinky/mindiffusion Repository of lessons exploring image diffusion models, focused on...	38	Emerging	62	Python
46	brjen/pytorch-memory-fix Two environment variables that fix PyTorch/glibc memory creep on Linux. Zero...	38	Emerging	5	Python
47	adis98/WaveStitch Official Implementation of WaveStitch: Flexible and Fast Conditional Time...	38	Emerging	5	Python
48	ROCm/AMDiffusionBenchmark Benchmarking training throughput of contemporary diffusion models on AMD's...	38	Emerging	5	Python
49	xchhuang/bndm Blue noise for diffusion models [SIGGRAPH 2024]	37	Emerging	53	Python
50	addtt/variational-diffusion-models PyTorch implementation of Variational Diffusion Models.	37	Emerging	104	Python
51	JittorRepos/JDiffusion JDiffusion is a diffusion model library for generating images or videos...	37	Emerging	232	Python
52	chenfeng-huang/STDiffusion-ICDM-2025 Official implementation for STDiffusion, published in ICDM 2025.	37	Emerging	12	Jupyter Notebook
53	faverogian/simpleDiffusion An implementation of 'simple diffusion: End-to-end diffusion for high...	37	Emerging	40	Python
54	marksgraham/ddpm-ood Official PyTorch code for "Out-of-distribution detection with denoising...	37	Emerging	52	Python
55	ozanciga/diffusion-for-beginners denoising diffusion models, as simple as possible	36	Emerging	173	Python
56	marmiskarian/bassmodeldiffusion A Python package for the Bass Diffusion Model for forecasting product adoption.	36	Emerging	9	Jupyter Notebook
57	matthewachan/hyperdm Official repository for "Estimating Epistemic and Aleatoric Uncertainty with...	36	Emerging	23	Python
58	bayesflow-org/diffusion-experiments Hosts the experimental results for our review on diffusion models in SBI	35	Emerging	4	HTML
59	ysig/diff-mining Diffusion Models as Data Mining Tools	35	Emerging	59	Python
60	Likalto4/diffusion-models_master This repository contains the code derived from the writing of the master...	34	Emerging	6	Jupyter Notebook
61	divyanshugit/representation_learning Get started with Diffusion Models, EBMs, SDE	33	Emerging	2	Python
62	yinboc/dito Official PyTorch Implementation of "Diffusion Autoencoders are Scalable...	33	Emerging	166	Python
63	ArmanMaesumi/OneNoise Official repository for "One Noise to Rule Them All: Learning a Unified...	33	Emerging	56	Python
64	AI4Science-WestlakeU/t_scend This repo is the code for T-SCEND, a novel framework that significantly...	33	Emerging	26	Python
65	mlvlab/DAVI Official Implementation (Pytorch) of "DAVI: Diffusion Prior-Based Amortized...	33	Emerging	74	Python
66	kwonminki/One-sentence_Diffusion_summary The repo for studying and sharing diffusion models.	33	Emerging	429	—
67	Y-debug-sys/DTM [IEEE TNSM] Official Implementation: "Diffusion Models Meet Network...	33	Emerging	4	Python
68	hkproj/pytorch-ddpm Implementation of the paper "Denoising Diffusion Probabilistic Models" in PyTorch	33	Emerging	67	Jupyter Notebook
69	deepmancer/diffusion-gan-vae-pytorch A PyTorch implementation of various deep generative models, including...	32	Emerging	13	Jupyter Notebook
70	Siwoo4985/Micro-Diffusion The essence of text diffusion in ~150 lines of pure Python. Inspired by...	32	Emerging	27	Python
71	AaitijhyaGoswami/biophysics-module A comprehensive computational biophysics simulation suite consisting of...	32	Emerging	4	Python
72	sail-sg/DiffMemorize [TMLR 2025] On Memorization in Diffusion Models	32	Emerging	31	Python
73	duanyiqun/Brain-Diffusion Exploration of diffuison-based generative model to sychronizing brain...	32	Emerging	41	Python
74	AakashKumarNain/diffusion_models All about the fundamentals and working of Diffusion Models	32	Emerging	160	HTML
75	Zyriix/D2O Official implemention for Diffusion Models Are Innate One-Step Generators	32	Emerging	26	Python
76	Nithin-GK/AT-DDPM [WACV '23] AT-DDPM: Restoring Faces degraded by Atmospheric Turbulence using...	32	Emerging	28	Python
77	codewithdark-git/DiffusionLM DiffusionLM: Large Language Models with Diffusion	32	Emerging	4	Python
78	sail-sg/D-TRAK Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)	31	Emerging	37	Jupyter Notebook
79	FranciscoMessina00/Anti-Memorization-Guidance-tta Code of the paper "Mitigating data replication in text-to-audio generative...	31	Emerging	2	Python
80	enhuiz/food-diffuse Generate Fake Foods using Denoising Diffusion Probabilistic Model	31	Emerging	4	Python
81	tsinghua-fib-lab/Spatio-temporal-Diffusion-Point-Processes A diffusion-based framework for spatio-temporal point processes	31	Emerging	77	Python
82	LiYinqi/DIVE A work to explore discriminative abilities in frozen pretrained generative models.	31	Emerging	6	Python
83	qiauil/distrans A PyTorch Library for Distribution Transformation in Generative Modeling	31	Emerging	3	Jupyter Notebook
84	marcojira/fld PyTorch code for FLD (Feature Likelihood Divergence), FID, KID, Precision,...	31	Emerging	63	Python
85	ZiliottoFilippoDev/DIMORA DIffusion MOdels R Analysis. R package for diffusion model statistical analysis	31	Emerging	4	R
86	Vrushank264/mini-diffusion A Small diffusion model in PyTorch.	31	Emerging	16	Python
87	HamidrezaEiv/DiffBatt DiffBatt: A Diffusion Model for Battery Degradation Prediction and Synthesis	30	Emerging	22	PureBasic
88	Whiax/denoising-image-generator Custom implementation of the denoising task to generate dog faces 🐶 (experiment)	30	Emerging	2	Python
89	colinlaganier/FedDKD MSc Dissertation supervised by Dr. Zhongguo Li	30	Emerging	6	Python
90	vint-1/chipdiffusion Chip Placement with Diffusion Models (ICML 2025)	30	Emerging	22	Jupyter Notebook
91	MadryLab/journey-TRAK Code for the paper "The Journey, Not the Destination: How Data Guides...	30	Emerging	25	Python
92	Hramchenko/diffusion_editor 🚀 PyTorch Implementation of "Diffusion Autoencoders: Toward a Meaningful and...	29	Experimental	7	Jupyter Notebook
93	ReLuckyLucy/Diffusion_Mnist 基于MNIST数据集，从零构建diffusion扩散模型	29	Experimental	7	Python
94	gabrielraya/symmetry_breaking_diffusion_models Official repository of "Spontaneous symmetry breaking in generative diffusion models"	29	Experimental	43	Jupyter Notebook
95	myscience/modular-diffusion Modular PyTorch (Lightning) implementation of Diffusion Probabilistic Models	29	Experimental	22	Python
96	davitpapikyan/Normalizing-Flow-with-Diffusion-Prior-Model Normalizing Flow with Diffusion Prior Model (NFDPM)	29	Experimental	9	Python
97	Followb1ind1y/Generated-Pokemon New Pokemon Generation using Diffusion Models	29	Experimental	1	Python
98	insdout/Time-Series-Hybrid-Autoencoder Remaining Useful Life estimation and sensor data generation by VAE and...	29	Experimental	49	Python
99	ckczzj/PDAE Official PyTorch implementation of PDAE (NeurIPS 2022)	29	Experimental	223	Python
100	HimariO/DragDiffusion-diffusers Unofficial implementation of DragDiffusion: Harnessing Diffusion Models for...	29	Experimental	7	Python
101	byrkbrk/conditional-ddpm A simple PyTorch implementation of conditional denoising diffusion...	29	Experimental	88	Python
102	Kebii/Freehand-Genshin-Diffusion Transferring Genshin PVs into a freehand style with Diffusion Model.	28	Experimental	10	Python
103	LounesMD/LLaDA_Arithmetic LLaDA implementation	28	Experimental	19	Python
104	ArchiMickey/Just-a-DiT A repo of a modified version of Diffusion Transformer	28	Experimental	49	Python
105	NaughtFound/DiffusionModel Different Implementation of Diffusion Models	28	Experimental	2	Python
106	NVlabs/affordance_diffusion Codes for "Affordance Diffusion: Synthesizing Hand-Object Interactions"	28	Experimental	130	Python
107	kisonho/torchmanager-diffusion The torchmanager implementation for diffusion models.	27	Experimental	1	Python
108	hieuristic/Tutorial_4 A Tutorial for Diffusion Models	27	Experimental	61	Jupyter Notebook
109	GlassyWing/TorchDiffusion One Diffusion model implementation base on LibTorch	27	Experimental	13	C++
110	255BITS/diffusion-evolver Evolve diffusion models by merging.	27	Experimental	13	Python
111	seungjunlee96/lightning-generative-models PyTorch Lightning Implementation of Diffusion, GAN, VAE, Flow models	27	Experimental	35	Python
112	sinzlab/energy-guided-diffusion 🥚 EnerGy Guided Diffusion for optimizing neurally exciting images	27	Experimental	9	Jupyter Notebook
113	Wendelunjust934/pytorch-diffusion-sprites 🖼️ Build and explore diffusion models for generating 16x16 pixel art sprites...	27	Experimental	1	Python
114	mamut86/diffusion R package for forecasting with diffusion models	27	Experimental	8	R
115	Francesco215/text-diffusion Generates text with diffusion models. Reproduction of the Continous...	27	Experimental	14	Jupyter Notebook
116	milmor/diffusion-transformer-keras Implementation of Latent Diffusion Transformer Model in Tensorflow / Keras	27	Experimental	17	Python
117	zhang-guangyi/cdm-jscc This is a pytorch implementation of diffusion models-based image...	27	Experimental	17	Python
118	VectorInstitute/diffusion-models A repository with demos for various diffusion models for tabular and time series data	26	Experimental	5	Jupyter Notebook
119	Atenrev/diffusion_continual_learning PyTorch implementation of various distillation approaches for continual...	25	Experimental	27	Python
120	OpenGVLab/DDPS Official Implementation of "Denoising Diffusion Semantic Segmentation with...	25	Experimental	73	Python
121	JeremyChou28/MTSCI The official source code of MTSCI: A Conditional Diffusion Model for...	25	Experimental	34	Python
122	FutureXiang/soda Unofficial implementation of "SODA: Bottleneck Diffusion Models for...	24	Experimental	97	Jupyter Notebook
123	vinesmsuic/simple-DDPM-annotated A simplified DDPM implementation with annotated explanation, for educational purpose	24	Experimental	5	Python
124	pythops/jetfusion Diffusion models on Nvidia Jetson boards	24	Experimental	5	Python
125	chao-ji/ldm_tf2 TensorFlow implementation of Latent Diffusion Model	24	Experimental	5	Python
126	alekseizhuravlev/denoising-functional-maps [CVPR'2025] Denoising Functional Maps: Diffusion Models for Shape Correspondence	24	Experimental	16	Python
127	Kei18/tiny-tiny-diffusion minimal diffusion model for self-study	24	Experimental	28	Python
128	hrbigelow/simple-diffusion Implementations of some diffusion models from Sohl-Dickstein 2015 paper	23	Experimental	2	Python
129	quyongkeomut/Diffusion-Model Implementation of DDPM (Denoising Diffusion Probabilistic Model) with PyTorch.	23	Experimental	1	Python
130	ChicyChen/LOCO-Edit LOCO-Edit	23	Experimental	26	Python
131	zilaeric/asyrp-extension Reproduction and extension of "Diffusion Models Already Have a Semantic...	23	Experimental	4	Jupyter Notebook
132	FernandoSchett/parallel_finite_difference_computation Collection of parallel codes for (RTM) seismic processing, techniques. The...	23	Experimental	4	C
133	endritbeqa/Deep-Surrogate-RANS-Models Deep-Learning surrogate models for various RANS simulations	23	Experimental	1	—
134	chidwipak/Xray-Denoising-using-DDPM Medical X-Ray Image Denoising using Denoising Diffusion Probabilistic Models...	23	Experimental	2	Python
135	flukeskywalker/nanoDD Simple Scalable Discrete Diffusion for text in PyTorch	23	Experimental	37	Python
136	borongzhang/back_projection_diffusion Code for the main models described in “Back-Projection Diffusion: Solving...	22	Experimental	7	Jupyter Notebook
137	sofia-dominguezc/MNIST-diffusion Diffusion model implemented in pytorch	22	Experimental	1	Python
138	xyfJASON/diffusion-models-pytorch Implement Diffusion Models with PyTorch.	22	Experimental	24	Python
139	LucaGeminiani00/Diffusion-Distillation-WL Diffusion model for time series generation and time series decomposition...	22	Experimental	5	Python
140	MegEngine/MegDiffusion MegEngine implementation of Diffusion Models.	22	Experimental	19	Python
141	justin4ai/FD-DINOv2 Unofficial Implementation of Fréchet Distance with DINOv2 backbone in Pytorch.	22	Experimental	21	Python
142	DhruvSrikanth/DenoisingDiffusionProbabilisticModels An implementation of Denoising Diffusion Probabilistic Models (DDPMS) with...	22	Experimental	2	Jupyter Notebook
143	zgbkdlm/diffres Informative and differentiable resampling with diffusion	22	Experimental	1	Python
144	AaltoML/free-hunch Official code for Free Hunch: Denoiser Covariance Estimation for Diffusion...	22	Experimental	5	Jupyter Notebook
145	LCM-Lab/Bridge_Gap_Diffusion Diffusion Model Improvement Method	21	Experimental	35	Python
146	ckczzj/ShiftDDPMs Official PyTorch implementation of ShiftDDPMs (AAAI 2023)	21	Experimental	52	Python
147	zhengli97/DM-KD Official PyTorch Code for "Is Synthetic Data From Diffusion Models Ready for...	21	Experimental	48	Python
148	xinli2008/diffusion_from_scratch A PyTorch implementation of diffusion models built from scratch	21	Experimental	45	Python
149	Lemon-cmd/Diffusion-Models-and-Associative-Memory Memorization to Generalization: Emergence of Diffusion Models from Associative Memory	21	Experimental	8	Python
150	Lysarthas/StochDiff An implementation of "Stochastic Diffusion: A Diffusion Based Model for...	21	Experimental	6	Jupyter Notebook
151	Techtonique/esgtoolkit_python Stochastic simulation using diffusion models	21	Experimental	—	Jupyter Notebook
152	myscience/variational-diffusion Unofficial implementation of Variational Diffusion Models in PyTorch (Lightning)	20	Experimental	11	Python
153	Jalpan04/Pixel-Diffusion-Model A conditional Denoising Diffusion Probabilistic Model (DDPM) for generating...	20	Experimental	1	Jupyter Notebook
154	taehoon-yoon/Diffusion-Probabilistic-Models PyTorch implementation for DDPM & DDIM	20	Experimental	41	Python
155	AaltoML/iterative-smoothing-bridge Code for 'Transport with Support: Data-Conditional Diffusion Bridges'	20	Experimental	5	Python
156	HailongHuPri/MIDM Loss and Likelihood Based Membership Inference of Diffusion Models	20	Experimental	5	Python
157	daspartho/bored-ape-diffusion diffusion model for unconditional image generation of Bored Apes	20	Experimental	8	Jupyter Notebook
158	msmrexe/pytorch-diffusion-sprites A PyTorch from-scratch implementation of Denoising Diffusion Probabilistic...	20	Experimental	1	Python
159	GKalliatakis/diffusion-lighthouse Diffusion Lighthouse is a living, citation-guided index that helps...	20	Experimental	1	Python
160	leaderj1001/DiffusionModel Re-implementating Diffusion model using Pytorch	20	Experimental	7	Python
161	HaidaQuant/Branching-Diffusion-Method-for-Solving-PDEs-in-Matlab- This Matlab code implements a branching diffusion method for solving partial...	19	Experimental	4	MATLAB
162	FedericoCinus/WoMG WoMG: Word of Mouth Generator	19	Experimental	2	Jupyter Notebook
163	sn2727/denoising-diffusion-mnist Training and sampling from a denoising diffusion model on the MNIST dataset	19	Experimental	4	Python
164	Amirhosein2c/MIP-DDPM How To Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate...	19	Experimental	4	Jupyter Notebook
165	thudzj/Calibrated-DPMs Official code for "On Calibrating Diffusion Probabilistic Models"	19	Experimental	30	Python
166	GiannisPikoulis/dsml-thesis Code repo for NTUA DSML MSc thesis	19	Experimental	3	Python
167	Udayan-123/attribute-face-ddpm Attribute-conditioned diffusion model for face generation using...	19	Experimental	—	Python
168	deepikagandla7456/sediffgen-topic-modeling Diffusion-guided topic modeling using semantic embeddings and unsupervised...	19	Experimental	—	Jupyter Notebook
169	thethomasboyer/PhenDiff Train and fine-tune diffusion models. Perform image-to-image class transfer...	19	Experimental	15	Python
170	guyi2000/Palette-PL-sample A minimum exemplar of the Palette model implemented using the PyTorch...	18	Experimental	2	Jupyter Notebook
171	shubham-dayma/dreamTalk A Forked project to learn Diffusion Models	18	Experimental	2	Python
172	ShineiArakawa/diffusion-model-cpp A C++ implementation of a diffusion model using libtorch.	18	Experimental	2	C++
173	cgao96/nanoDiffusion The simplest diffusion model in PyTorch, with Apple M chip acceleration support.	18	Experimental	41	Python
174	clarkmiyamoto/begrohu2025 Very incomplete from the 2025 Beg Rohu Summer School of Physics: Learning...	18	Experimental	1	TeX
175	johanattia/ddpm-repaint Denoising Diffusion Probabilistic and RePaint models	18	Experimental	2	Jupyter Notebook
176	artiebears13/diffusion_nonstat_MFD_explicit Our university project with the solution of the non-stationary diffusion...	18	Experimental	2	C++
177	anto18671/diffusion-model A minimal PyTorch script for training an unconditional diffusion model on...	18	Experimental	1	Python
178	DwaraknathT/diffusion A clean and simple implementation of Diffusion Models with Stochastic...	17	Experimental	1	Python
179	haoxiang01/Imperial_MSc_CSP_Lab This is a repository to store the my implementation of MSc CSP Lab at...	17	Experimental	4	MATLAB
180	pintamonas4575/TFG-Diffusion-Model-CustomDataset Creación en Pytorch de un modelo de difusión para generación incondicional...	17	Experimental	1	Jupyter Notebook
181	alescrnjar/FrameFromNoise Conditional Denoising Diffusion Probabilistic Model for Molecular Dynamics...	17	Experimental	1	Python
182	liu-yucheng/Improved-Diffusion-Extended Improved Diffusion Extended.	17	Experimental	1	Python
183	Malk97sc/Noise_to_Images Implementing ideas behind modern diffusion models from scratch	16	Experimental	1	Python
184	danialht/DiffEM Learning from Corrupted Data with Diffusion Models via Expectation Maximization	16	Experimental	3	Python
185	DeepWave-KAUST/DiffusionDAS_Denoising-pub Distributed Acoustic Sensing Denoising Using a Self-supervised Conditional...	16	Experimental	3	Jupyter Notebook
186	vanditasingh12/QuantFlux a quant-driven portfolio optimization framework that combines market-aware...	15	Experimental	—	Jupyter Notebook
187	AliHamzaAzam/diffusion-transformer-sit PyTorch implementation of SiT-B (Scalable Image Transformer) for...	15	Experimental	—	Jupyter Notebook
188	MurageKibicho/DiffusionTransformerfromScratch Unofficial LeetArxiv Implementation of the paper Scalable Diffusion Models...	15	Experimental	5	Jupyter Notebook
189	alexremus26/Heat-Diffusion-Equation-Solver Differential equation solver in Python.	14	Experimental	1	Python
190	Lrbomchz/DSTF_Diffusion Official implementation of DSTF-Diffusion (IEEE SECON 2026).	14	Experimental	—	Jupyter Notebook
191	InexperiencedMe/CoreDiffusion Clean one-file implementations of core diffusion ideas at increasing...	14	Experimental	1	Python
192	How-I-met-your-bias/how_i_met_your_bias Code for the investigation of bias amplification of diffusion models for the...	14	Experimental	3	Jupyter Notebook
193	larimreis/flower-diffusion-model 🌸 Generate synthetic images of flowers using a custom Denoising Diffusion...	14	Experimental	—	Python
194	ZaZi2002/Silvaco-TCAD-Diffusion-and-Implantation-Study A comprehensive TCAD-based study of phosphorus diffusion and ion...	14	Experimental	1	MATLAB
195	xinli2008/diffusion_transformer_from_scratch 从0到1手写基于mnist手写数字数据集的diffusion transformer模型复现	13	Experimental	9	Python
196	kvu228/biodiffusion BioDiffusion is a PyTorch framework for training and using diffusion models...	13	Experimental	2	Jupyter Notebook
197	KiUngSong/Toy-Diffusion-Models Introductive implementations of diffusion models on 2D Toy datasets and MNIST.	13	Experimental	11	Python
198	Raman1121/MemControl A bi-level optimisation framework that automates the selection of parameters...	13	Experimental	3	Python
199	Bharat-Runwal/Continual-Diffusers Pytorch library for Continual Learning with Diffusion Models	13	Experimental	9	Python
200	pojoowu/Prevent-Memorization-via-implicit-regularization Experiments of the paper "Taking a Big Step: Large Learning Rates in...	12	Experimental	2	Jupyter Notebook
201	berlin0308/Conditional-DDPM-DDIM DDPM (Denoising Diffusion Probabilistic Models) and DDIM (Denoising...	12	Experimental	7	Python
202	abao1999/diffusion-gmm Investigating the mathematical properties of data generated from diffusion models	12	Experimental	2	Python
203	kangjie-ding/DDIM-Pytorch In this project, we implemented the training and sampling of DDPM and DDIM...	12	Experimental	2	Python
204	lcgroff2/matlab Legacy MATLAB code from PhD dissertation work and academic postdoc work	12	Experimental	2	MATLAB
205	owen24819/cells-diffusion Diffusion model for synthetic microscopy data generation	12	Experimental	6	Python
206	Shiying-Zhang/diffusion-foundation-model-hub 🏆 A living ecosystem for diffusion models - Automatically tracking,...	12	Experimental	1	—
207	Francesco215/logvar_diffusion A diffusion model capable of estimating the confidence of his prediction...	12	Experimental	3	Python
208	Jas000n/diffusion_tutorial A minimal, reproducible tutorial for learning diffusion policies — with two...	12	Experimental	1	Python
209	zrthxn/diffusion A basic diffusion model to generate human faces from noise, from scratch.	11	Experimental	3	Python
210	zfyre/diffusion Coding all the learning required for Diffusion Models (in progress)	11	Experimental	—	Jupyter Notebook
211	Johnxjp/machine-learning-playground Playground for machine learning projects	11	Experimental	—	Jupyter Notebook
212	pratycodes/Fintrix Quant-driven portfolio optimization framework that combines market-aware...	11	Experimental	—	Jupyter Notebook
213	Pumafi/dl_spatial_gen_geol_facies Categorical Diffusion Models for categorical images generation	11	Experimental	—	Jupyter Notebook
214	LucasDedieu/Denoising-Diffusion-Model-Flower102 Denoising Diffusion Model on Flower102 Dataset	11	Experimental	—	Jupyter Notebook
215	lapeyrade/english2kanji_diffusion Use an English prompt to generate a Kanji using diffusion.	11	Experimental	—	Jupyter Notebook
216	dhakalnirajan/Diffusion-Model-Course-by-Huggingface This course is provided by Huggingface on Diffusion Models.	11	Experimental	—	—
217	kw5t45/mnist-ddpm-from-scratch Denoising Diffusion Probabilistic Model on the MNIST hand written digits dataser.	11	Experimental	—	Python
218	MRTater/AI6103-Project A small diffusion model, built based on DDPM	11	Experimental	—	Python
219	Cindy910116/DDPM-CelebA-generation DDPM diffusion model for CelebA face generation using PyTorch. (NYCU Deep...	11	Experimental	—	Jupyter Notebook
220	k14uz/BlackMatter A family of chess engines powered by lucidrains' Denoising Diffusion...	11	Experimental	—	Jupyter Notebook
221	Fer14/tiny_diffusion Diffusion Tiny Model 🤏	11	Experimental	3	Python
222	joshua-shuhan/diffri DiffRI: Diffusion Model for Relational Inference	11	Experimental	3	Python
223	jbergq/simple-diffusion-model An implementation of a denoising diffusion probabilistic model using PyTorch...	11	Experimental	4	Python
224	EnricRovira/tiny_diffusion Rectified Flow diffusion model in a tiny size	11	Experimental	3	Jupyter Notebook
225	RATHOD-SHUBHAM/DiffusionModel Diffusion models are deep generative models that work by adding noise...	11	Experimental	3	Jupyter Notebook
226	dswl/lighthouse Hijacking Diffusion Models	11	Experimental	1	Python
227	yinpu/diffusion-models-class-zh Hugging Face 上 diffusion-models-class 项目的中文翻译版，旨在为中文用户提供易于理解和使用的扩散模型教程和示例	11	Experimental	2	Jupyter Notebook
228	mattialoszach/diffusion-model-mnist Basic Diffusion Model inspired by DDPM paper trained with MNIST Dataset	11	Experimental	2	Jupyter Notebook
229	tjut3L/Class-Incremental-Learning-Diffusion-Models Class-Incremental Learning Based on Diffusion Models	11	Experimental	3	Jupyter Notebook
230	JeremyChou28/Generative-Model-Library generative model: autoencoder, gan, ddpm	11	Experimental	4	Jupyter Notebook
231	ReLuckyLucy/Simulation_of_Brownian_Bridges 基于布朗运动模型模拟的布朗桥方程式及通过神经网络构建模型进行扩散模型的布朗模拟	11	Experimental	3	Python
232	parham1998/Simple_Diffusion_Model Implementation of a simple Diffusion model on Sprite dataset with PyTorch library	10	Experimental	2	Python
233	Tejomay128/text_diffusion Code to implement diffusion models for text generation	10	Experimental	2	Python
234	aleksandrinvictor/minDDPM Simple reimplementation of Denoising Diffusion Probabilistic Model...	10	Experimental	2	Python
235	willdalh/diffusion-ot Code repository for my master's thesis. The thesis itself can be found in...	10	Experimental	2	Jupyter Notebook
236	wangyz1999/trajectory-diffusion-tutorial A simple text-conditioned diffusion model on 2d geometric shapes for learning purpose	10	Experimental	1	Python
237	Banyango/DoomDiffusion A doom diffusion model	10	Experimental	1	Python
238	fabianmax/diffusion-from-scratch Example of how denoising diffusion probabilistic models work	10	Experimental	2	Jupyter Notebook
239	osquera/MIA_SD Codebase for the bachelor thesis: Membership Inference Attacks for generative models.	10	Experimental	2	Jupyter Notebook
240	rahaahmadi/Diffusion-Model-Scratch Denoising Diffusion Probabilistic Model from scratch in PyTorch	10	Experimental	2	Jupyter Notebook
241	pha123661/Diffusion-Model-Digit-Generation Handwritten digit generation with diffusion model on MNIST-M dataset	10	Experimental	2	Python

Comparisons in this category

smalldiffusion and minimal-text-diffusion (53 vs 42) denoising-diffusion-mindspore and MNISTDiffusion (50 vs 46)