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1. GANs GANs Public

   Playground for some Generative Adversarial Networks

   Python

2. Part-III-essay-meta-learning Part-III-essay-meta-learning Public

   Source code for experiments as part of the Cambridge Mathematical Tropis Part III essay on 'Meta-Learning: A PAC-Bayesian Perspective

   Jupyter Notebook

3. svn_ensembles svn_ensembles Public

   Cutting-edge Bayesian deep learning through SVN and sSVN ensembles, advancing prediction accuracy and robustness in AI.

   Jupyter Notebook

4. meta-learning-synthetic-data meta-learning-synthetic-data Public

   Use various related data sources to generate synthetic data with the help of LLMs in order to meta-learn some downstream task

   Jupyter Notebook

5. fortuinlab/swag-lora fortuinlab/swag-lora Public

   Code for the paper "Gaussian Stochastic Weight Averaging for Bayesian Low-Rank Adaptation of Large Language Models".

   Python 6 1