GitHub - Chandan-IISc/IITM_GenAI: This Repo consists the python note books of IITM - Mathematical Foundations for Generative AI Course,

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Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
Notes		Notes
IITM_DGM_Beta_VAE.ipynb		IITM_DGM_Beta_VAE.ipynb
IITM_DGM_Bi_GAN.ipynb		IITM_DGM_Bi_GAN.ipynb
IITM_DGM_Conditional_GAN.ipynb		IITM_DGM_Conditional_GAN.ipynb
IITM_DGM_DC_GAN.ipynb		IITM_DGM_DC_GAN.ipynb
IITM_DGM_DDIM.ipynb		IITM_DGM_DDIM.ipynb
IITM_DGM_DDPM.ipynb		IITM_DGM_DDPM.ipynb
IITM_DGM_DDPM_Guided_Diffusion.ipynb		IITM_DGM_DDPM_Guided_Diffusion.ipynb
IITM_DGM_DDPM_Mean_estimate.ipynb		IITM_DGM_DDPM_Mean_estimate.ipynb
IITM_DGM_DDPM_Noise_Estimate.ipynb		IITM_DGM_DDPM_Noise_Estimate.ipynb
IITM_DGM_DDPM_Sample_estimate.ipynb		IITM_DGM_DDPM_Sample_estimate.ipynb
IITM_DGM_DDPM_Score_Estimate.ipynb		IITM_DGM_DDPM_Score_Estimate.ipynb
IITM_DGM_Gen_AI_Demo.ipynb		IITM_DGM_Gen_AI_Demo.ipynb
IITM_DGM_MHA.ipynb		IITM_DGM_MHA.ipynb
IITM_DGM_UNET.ipynb		IITM_DGM_UNET.ipynb
IITM_DGM_VQ_VAE.ipynb		IITM_DGM_VQ_VAE.ipynb
IITM_DGM_Vanilla_GAN.ipynb		IITM_DGM_Vanilla_GAN.ipynb
IIT_DGM_UDA.ipynb		IIT_DGM_UDA.ipynb
IIT_DGM_WGAN.ipynb		IIT_DGM_WGAN.ipynb
Notes_Part1_GAN-1.pdf		Notes_Part1_GAN-1.pdf
Notes_Part2_GAN-2.pdf		Notes_Part2_GAN-2.pdf
Notes_Part3_GAN-3.pdf		Notes_Part3_GAN-3.pdf
Notes_Part4_VAE-1.pdf		Notes_Part4_VAE-1.pdf
Notes_Part5_VAE-2.pdf		Notes_Part5_VAE-2.pdf
Notes_Part6_Diffusion_model-1.pdf		Notes_Part6_Diffusion_model-1.pdf
Notes_Part7_Diffussion_models-2.pdf		Notes_Part7_Diffussion_models-2.pdf
Notes_Part8_DDIMs.pdf		Notes_Part8_DDIMs.pdf
Notes_Part9_AR_Models.pdf		Notes_Part9_AR_Models.pdf
ddpm_forward_noising_medium.gif		ddpm_forward_noising_medium.gif
ddpm_reverse_denoising_medium.gif		ddpm_reverse_denoising_medium.gif
ddpm_training_convergence.gif		ddpm_training_convergence.gif
gan_training.gif		gan_training.gif
vae_training.gif		vae_training.gif
wgan_gp_training.gif		wgan_gp_training.gif