carlomarxdk / life2vec-light Star 57 Code Issues Pull requests Discussions Basic implementation of the life2vec model with the dummy data. python research deep-learning transformer representation-learning bert life2vec nature-comput-sci life-trajectories Updated Apr 3, 2026 Python
carlomarxdk / cdw-cross-entropy-loss Star 6 Code Issues Pull requests Implementation of the Class Distance Weighted Cross-Entropy Loss in PyTorch. python pytorch loss-functions loss ordinal-classification life2vec Updated Dec 20, 2025 Jupyter Notebook
carlomarxdk / tab2seq Star 2 Code Issues Pull requests Discussions Transform tabular event data into sequences ready for Transformer and Sequential models: Life2Vec, BEHRT and more. python tabular-data transformers data-preprocessing data-processing tokenization sequential-models life2vec Updated Jun 17, 2026 Python
carlomarxdk / workshop-transformers Star 1 Code Issues Pull requests A half-day workshop at ICSC 2026 on applying transformer models to longitudinal sequences of socioeconomic and health events transformers health workshop-materials socioeconomic life2vec icsc2026 Updated Sep 11, 2026 Jupyter Notebook