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1. CNN CNN Public

   Implementation of a convolutional neural network (CNN) from scratch using NumPy, without TensorFlow or PyTorch. Trains on the MNIST dataset with a custom convolution layer, ReLU, softmax, and backp…

   Python

2. Multilayer-Perceptron Multilayer-Perceptron Public

   Handwritten digit recognition from a single image using a neural network

   Python

3. nlp_labs nlp_labs Public

   NLP labs and reports | Topics: Tokenization (BPE), Information Retrieval (TF-IDF), BERT, Prompt Engineering and more.

   Jupyter Notebook 1

4. Comparative-Study-NMT Comparative-Study-NMT Public

   A project for the comparative analysis of NMT architectures (Seq2Seq LSTM, MarianMT, M2M100), evaluating accuracy, adaptability, noise robustness and potential improvements.

   Jupyter Notebook

5. Simple-Language-Model Simple-Language-Model Public

   A minimal feed‑forward neural language model built with PyTorch. It takes a fixed‑length context window of 5 BERT token IDs and predicts the next token. Using a tinyshakespeare.txt dataset

   Python

6. KEN2_project KEN2_project Public

   This project is a Yinsh board game implemented with JavaFX with two types of bots: Alpha-beta prunning bot and Deep Q Network bot

   Java