Probabilistic AI playground

Learning and implementing probabilistic machine learning tasks using tools like Pyro and PyTorch following ProbAI 2022 & 2023 and other resources.

Currently working on the ProbAI 2023 assignment for an unofficial submission of DT8122 course.

Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
Gaussian_processes.ipynb		Gaussian_processes.ipynb
Generative_model.ipynb		Generative_model.ipynb
Introduction_to_Pyro_modelling_language_and_inference_algorithm.ipynb		Introduction_to_Pyro_modelling_language_and_inference_algorithm.ipynb
Probability_overview.ipynb		Probability_overview.ipynb
README.md		README.md
TensorAPI.ipynb		TensorAPI.ipynb
Text_to_image_generation.ipynb		Text_to_image_generation.ipynb
Variational_autoencoder.ipynb		Variational_autoencoder.ipynb
bayesian_linear_regression.ipynb		bayesian_linear_regression.ipynb
introduction_to_pyro.ipynb		introduction_to_pyro.ipynb
stochastic_variational_inference.ipynb		stochastic_variational_inference.ipynb

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