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hedgehog
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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