manuelemacchia/incremental-learning-image-classification

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manuelemacchia/incremental-learning-image-classification

manuelemacchia

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Replication of existing baselines that address incremental learning issues and definition of new approaches to overcome existing limitations

math-latex

A quick reference cheatsheet for amsmath

hotel-sentiment-analysis

Implementation of a data science process for predicting the sentiment contained in hotel reviews by building a binary classification model

Jupyter Notebook

epidemic-graph-simulation

Simulation of an epidemic on a random graph of choice according to discrete-time SIR and SIRV models and estimation of parameters by gradient descent

Jupyter Notebook

forest-fires

Prediction of the area burned by forest fires in the Montesinho natural park with R using weather data

advent-of-code-2019

https://adventofcode.com

algorithms

Complexity analysis and Python implementation of various algorithms and data structures

manuelemacchia

image-classification-techniques

Transfer learning and data augmentation in convolutional neural networks for image classification

Jupyter Notebook

tree-classifier-matlab

MATLAB implementation of a decision tree based on ID3 capable of binary classification and handling of continuous features