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1. hydro-power-prediction-experiments hydro-power-prediction-experiments Public

   The day-ahead prediction of electricity production from a run-of-river hydropower plant.

   Jupyter Notebook 1

2. cnn-finetuning cnn-finetuning Public

   Fine-tuning a pretrained CNN.

   Python 1

3. dimensionality-reduction dimensionality-reduction Public

   The key dimensionality reduction techniques: ISOMAP, PCA (Principal Component Analysis), and t-SNE (t-Distributed Stochastic Neighbor Embedding) are presented and compared.

4. sarsa-agent sarsa-agent Public

   Implementation of an agent capable of playing a simplified version of the blackjack game using SARSA algorithm.

   Python

5. lda_pca_analysis lda_pca_analysis Public

   LDA and Principal Component Analysis (PCA) in R