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1. nlp-emotion-analysis nlp-emotion-analysis Public

   Exploratory NLP project using the DistilBERT transformer model and the HuggingFace "emotion" dataset. Includes tokenizer and encoder testing, UMAP-based visualization of embeddings, logistic regres…

   Python 9 1

2. nlp-attention-playground nlp-attention-playground Public

   Study of an attention layer in NLP including an embedding layer combining token and positional embeddings, a multi-head attention layer, a feed-forward layer, skip connections, and normalization, w…

   Jupyter Notebook 3

3. nlp-ner-playground nlp-ner-playground Public

   A hands-on playground for experimenting with multilingual Named Entity Recognition (NER) using XTREME and PAN-X datasets. Explore embeddings, encoders, and a bit of decoder functionality across mul…

   Jupyter Notebook 1

4. Neurone-Network Neurone-Network Public

   FastAPI server with a custom multi-layer neural network and data preprocessing pipeline. It predicts future license usage based on historical data (date, license name, and quantity used)."

   Python 2

5. Vehicle-Routing-Problem Vehicle-Routing-Problem Public

   This is my solution to solve VRP from this codingame puzzle https://www.codingame.com/ide/puzzle/vehicle-routing-problem

   C++ 2

6. Mad-Pod-Racing Mad-Pod-Racing Public

   CodinGame Mad Pod Racing bot in C++, url : https://www.codingame.com/ide/puzzle/mad-pod-racing

   C++ 3