This notebook provides a simple workflow to perform discharge or energy forecast using ML . read more of SmartRIVER core forecast system

A Jupyter Notebook demo to demonstrate the partial content of FZI asset "Process integrated feedback management" which uses the historical multivariant time series data from a simulative robot manipulator to predict data in the future time steps based on ... read more of AI REGIO Supervised Learning for Multivariant Time Series Forecasting

Data preprocessing, Feature Engineering, Model Development, Evaluation & Selection for Predictive Maintenance in Manufacturing. Part of the development of this asset was supported by the AI REGIO project, which has received funding from the European U... read more of AI REGIO Predictive Maintenance using Machine Learning

Federated training of Graph Neural Networks (GNNs) with Local Differential Privacy read more of Locally Private Graph Neural Networks

Training time procedures to produce secret adversarial backdoors in Deep Generative Models read more of The Devil is in the GAN: Defending Deep Generative Models Against Backdoor Attacks

Functions for training and evaluation of a stacked LSTM model to predict the time to produce a given item. read more of Time prediction for flexible manufacturing

Deep Neural Network-based Text-To-Speech Synthesis using a Continuous Vocoder read more of DNN-TTS-ContVoc

LioNets technique applied to the Turbofan Engine Degradation Simulation dataset (time-series data) LioNets on Time Series read more of LioNets on Time Series

LORE (LOcal Rule-based Explanations) is a model-agnostic explanator for tabular data read more of LORE

LioNets: Local Interpretations Of Neural Networks through Penultimate Layer Decoding read more of LioNets