judithspd
Mathematician specialized in computer science. Data Science Researcher.
@IFCA - CSICSantander, Spain
Pinned Repositories
anjana
ANJANA is a Python library for anonymizing sensitive data
pycanon
pyCANON is a Python library and CLI to assess the values of the parameters associated with the most common privacy-preserving techniques.
ai4-docs
Documentations, guides, logbooks from AI4EOSC project
ai4-flwr
AI4OS Flower extensions
ai4-papi
A Python API for interacting with the AI4EOSC services.
awesome-federated-computing
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
conda
Specifying a conda environment with `environment.yml`
demo-egi2024
Secure personalized federated learning within the AI4EOSC platform
judithspd.github.io
predictive-maintenance
Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibration signal as healthy or faulty and on the other hand, given a signal predicting time to failure based on early anomaly detection.
judithspd's Repositories
judithspd/predictive-maintenance
Baseline study on the development of predictive maintenance techniques using open data. Two problems are discussed: classifying a vibration signal as healthy or faulty and on the other hand, given a signal predicting time to failure based on early anomaly detection.
judithspd/ai4-docs
Documentations, guides, logbooks from AI4EOSC project
judithspd/ai4-flwr
AI4OS Flower extensions
judithspd/ai4-papi
A Python API for interacting with the AI4EOSC services.
judithspd/awesome-federated-computing
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
judithspd/conda
Specifying a conda environment with `environment.yml`
judithspd/demo-egi2024
Secure personalized federated learning within the AI4EOSC platform
judithspd/differential-privacy-library
Diffprivlib: The IBM Differential Privacy Library
judithspd/flower
Flower: A Friendly Federated Learning Framework
judithspd/hellogitworld
Hello Git World sample training repository
judithspd/judithspd.github.io
judithspd/MachineLearningI-English
judithspd/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
judithspd/Master-Data-Science
Class Material
judithspd/mitma-covid
Data processing tool for MITMA covid data
judithspd/openfl
An open framework for Federated Learning.
judithspd/pylint
It's not just a linter that annoys you!
judithspd/pyspark_course
Material for the PySpark course
judithspd/Sherpa.ai-Federated-Learning-Framework
Sherpa.ai Federated Learning Framework
judithspd/Workshop-June2024-Madrid
Repository for hosting all resources and details related to the AI4Life and BioImage Model Zoo workshop scheduled for June 2024 in Madrid.o