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1. Deep-Learning-For-SC Deep-Learning-For-SC Public

   Thesis code for the MSc in Computing at Imperial dissertation.

   Jupyter Notebook

2. TVB_WBM_BayesianOptimization TVB_WBM_BayesianOptimization Public

   Code that uses custom data to explore six different whole-brain models, using the TVB library. We find the optimal parameters for each using Bayesian Optimization, and compare the models' performan…

   Jupyter Notebook

3. DQN_DDQN DQN_DDQN Public

   Hyperparameter optimization of a Deep Q-Network, as well as tranformation into DDQN

   Jupyter Notebook

4. Policy_Control_Algorithms Policy_Control_Algorithms Public

   Exploring Dynamic Program, Monte Carlo, and TD agents in an RL setting.

   Python

5. Decision_Trees Decision_Trees Public

   Working with Decision Trees on a noisy dataset

   Jupyter Notebook 1

6. mml-autumn-2022 mml-autumn-2022 Public

   Forked from markvdw/mml-autumn-2022

   Materials for Autumn 2022 Mathematics for Machine Learning course.

   HTML