Pinned Repositories
AGLocationDispatcher
Location manage framework working in different modes
ai-pizza
air-quality-covid19-response
repository for latest CAMS European air quality analyses
airVLC
airVLC es el Trabajo Final de Máster del MUGI (UPV).
alzheimers-dementia
Alzheimer's dementia classification and MMSE score regression
Alzheimers-DL-Network
A CNN-LSTM deep learning model for prognostic prediction and classification of Alzheimer's MRI neuroimages.
anonymisation
Repertoire sur l'anonymisation
anonypy
Anonymization library for python. Protect the privacy of individuals.
ArticleClassifier
Literature indexing using Graph Neural Networks and label-guided text embeddings.
ricciardi's Repositories
ricciardi/causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
ricciardi/causal-text-papers
Curated research at the intersection of causal inference and natural language processing.
ricciardi/causal_inference_notebook
R Code for Causal Inference by Hernán and Robins
ricciardi/CauseBox
Causal inference is a critical task in various fields such as healthcare,economics, marketing and education. Recently, there have beensignificant advances through the application of machine learningtechniques, especially deep neural networks. Unfortunately, to-datemany of the proposed methods are evaluated on different (data,software/hardware, hyperparameter) setups and consequently it isnearly impossible to compare the efficacy of the available methodsor reproduce results presented in original research manuscripts.In this paper, we propose a causal inference toolbox (CauseBox)that addresses the aforementioned problems. At the time of thewriting, the toolbox includes seven state of the art causal inferencemethods and two benchmark datasets. By providing convenientcommand-line and GUI-based interfaces, theCauseBoxtoolboxhelps researchers fairly compare the state of the art methods intheir chosen application context against benchmark datasets.
ricciardi/cidata
A Data Package for Causal Inference by Hernán and Robins
ricciardi/CMCC-CM2-HighResMIP
CMCC high-resolution climate model for CMIP6 (CMCC-CM2-HR4, CMCC-CM2-VHR4)
ricciardi/covid19br
Confirmed cases and deaths of COVID-19 in Brazil, at municipal (city) level. Description of the data: https://github.com/wcota/covid19br/blob/master/DESCRIPTION.en.md and https://doi.org/10.1590/SciELOPreprints.362
ricciardi/data-anonymization-diabetes
Impacts of data anonymization on model prediction for diabetes
ricciardi/dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
ricciardi/firefront
fire front simulation library and interpreter
ricciardi/Forest-Fire-ANN-Python-R
Fire Forests data wherein we try to predict the area of the forest fire spread based on the given parameters
ricciardi/Forest_wildfire_spreading_convLSTM
A personal trial to understand and simulate forest wildfire spreading from satellite data using Deep Learning (a model with a ConvLSTM layer).
ricciardi/GVAR
An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.
ricciardi/Hands-On-Quantum-Machine-Learning-With-Python-Vol-1
ricciardi/healthcare-text-annotation
ricciardi/k-anonymity
Evaluating variety of k-Anonymity techniques.
ricciardi/MCPanel
Matrix Completion Methods for Causal Panel Data Models
ricciardi/mephas_web
MEPHAS web server open source
ricciardi/qml-toolkit
ricciardi/RedCASTLE-1
A component for achieving k-Anonymity for streaming data produced in a MQTT environment
ricciardi/remotes
Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs
ricciardi/robotreviewer
Automatic synthesis of RCTs
ricciardi/robotsearch
Machine learning RCT classifier
ricciardi/RRnlp
NLP for evidence-based medicine. https://www.robotreviewer.net/.
ricciardi/shiny-rt
Reaction Time Distributions - An Interactive Overview
ricciardi/text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
ricciardi/tidysmd
Tidy Standardized Mean Differences
ricciardi/trabalho_1
ricciardi/trialstreamer
Living database of randomized controlled trials (RCTs)
ricciardi/TutorialComputationalCausalInferenceEstimators
Tutorial_Computational_Causal_Inference_Estimators