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1. NITRO-D NITRO-D Public

   Novel framework for deep integer-only CNNs operating entirely in the integer-only domain for both training and inference. Based on a novel integer-only network architecture and learning algorithm.

   Jupyter Notebook

2. ola-project-2023 ola-project-2023 Public

   Pricing and advertising strategy for the e-commerce of an airline company, based on Multi-Armed Bandits (MABs) algorithms and Gaussian Processes. Simulations include non-stationary environments.

   Python 7

3. eeai-project-2023 eeai-project-2023 Public

   Hand Gesture Recognition System using a Convolutional Neural Network trained with Transfer Learning on the ASL dataset. Deployable on an Arduino Nano 33 BLE with 256 KB of RAM.

   Jupyter Notebook

4. nlp-project-2023 nlp-project-2023 Public

   Predicting the similarity between the pairs of sentences in the STS dataset. Different unsupervised and supervised regression ML/DL techniques were investigated and evaluated with different metrics.

   Jupyter Notebook 1

5. multidisciplinary-project-2023 multidisciplinary-project-2023 Public

   Forked from NicolePerrotta/Intersection

   Website that leverages AI (a Transfomer-based Bi-encoder model) to improve and automate the process of connecting job seekers with suitable job opportunities.

   PHP

6. anndl-challenges-2023 anndl-challenges-2023 Public

   Collection of two projects applying Deep Neural Networks on real-world problems. The first one with CNNs for image recognition and the other with RNNs and 1D-CNNs for timeseries forecasting.

   Jupyter Notebook