GitHub - miluosi/diffusion-for-learning: several simple diffusion models for learning

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 37 Commits
__pycache__		__pycache__
mnist/MNIST/raw		mnist/MNIST/raw
model		model
DDIM.ipynb		DDIM.ipynb
DDPM_penalty.py		DDPM_penalty.py
GNet_multihead_attention.py		GNet_multihead_attention.py
attentionblock_unet_ddpm.ipynb		attentionblock_unet_ddpm.ipynb
best_ddim_model.pth		best_ddim_model.pth
best_ddpm_model.pth		best_ddpm_model.pth
best_model.pth		best_model.pth
ddpm example - 副本.ipynb		ddpm example - 副本.ipynb
ddpm example.ipynb		ddpm example.ipynb
ddpm with discriminator.ipynb		ddpm with discriminator.ipynb
ddpm_model.pth		ddpm_model.pth
ddpm_regression.py		ddpm_regression.py
diffuser.ipynb		diffuser.ipynb
diffusion ppo.ipynb		diffusion ppo.ipynb
discriminator_model.pth		discriminator_model.pth
generated0_alpha_mix.png		generated0_alpha_mix.png
generated_alpha.png		generated_alpha.png
generated_alpha_2.png		generated_alpha_2.png
generated_alpha_pretrain.png		generated_alpha_pretrain.png
generated_alpha_traintogether.png		generated_alpha_traintogether.png
generatedm_alpha_mix.png		generatedm_alpha_mix.png
gnet_model.pth		gnet_model.pth
introduction_to_diffusion_models.pdf		introduction_to_diffusion_models.pdf
load_model.ipynb		load_model.ipynb
network_structure		network_structure
network_structure.png		network_structure.png
quantile_ddpm.ipynb		quantile_ddpm.ipynb
randnoise.npy		randnoise.npy
randnoise_con.npy		randnoise_con.npy
randnoise_uncon.npy		randnoise_uncon.npy
rl_utils.py		rl_utils.py
score based diffusion.ipynb		score based diffusion.ipynb
sde_ddpm.ipynb		sde_ddpm.ipynb
transformer_ddpm.ipynb		transformer_ddpm.ipynb
transformer_model		transformer_model
transformer_model.png		transformer_model.png