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Sabrina Chiesurin's Projects

algorithms icon algorithms

Project to learn how to implement algorithms and data structures in python

biologically-inspired-computation icon biologically-inspired-computation

Development, training and testing of an Artificial Neural Network with Particle Swarm Optimization for the task of function approximation. The Neural Network is developed without using neural network libraries.

daily-life-of-a-cat icon daily-life-of-a-cat

Example of finite state machine (FSM) in Python to describe the ordinary life of a cat.

roboschool icon roboschool

Open-source software for robot simulation, integrated with OpenAI Gym.

storyteller-dialogue-system icon storyteller-dialogue-system

MSc project: design, develop and evaluate a conversational story-teller dialogue system. The system is developed in python and makes use of a Telegram web interface. The connection between the system and the web interface is done by using a SSL connection provided by Ngrok. The system includes a BERT model with a span classification head on top to handle user questions. A naive bayes classifier is used for the sentiment analysis task and a Rasa intent classifier is used to recognise user intents.

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