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1. XAI_methods_in_classification XAI_methods_in_classification Public

   This Repository contain simple examples related with GradCAM (Gradient-weighted Class Activation Mapping) and other methods used in explaining classification with ResNet architecture Task.

   Jupyter Notebook 1

2. toy_LLM toy_LLM Public

   This project is about making toy LLM based on Markov Chain. In this approach decision about choosing next token is only influenced by previous one.

   Python

3. Machine-Learning-Tasks Machine-Learning-Tasks Public

   The repository with applied machine learning tasks done during statistical machine learning course on AGH University of Science and Technology

   Jupyter Notebook

4. AI-MED-AGH/cnn-classifier AI-MED-AGH/cnn-classifier Public

   Multiclassification algorithm created using Convolutional Neural Network

   Python

5. AI-MED-AGH/handwritten-digits-recognizer AI-MED-AGH/handwritten-digits-recognizer Public

   Jupyter Notebook

6. AI-MED-AGH/AGH_open_days_AI_MED AI-MED-AGH/AGH_open_days_AI_MED Public

   Opens days presentation code

   Jupyter Notebook 1