Posts

Training Models at Scale Tutorials

Deep Learning Tutorials on Training Models at Scale in JAX with Flax

Phillip Lippe

Mar 7, 2024 2 min read Tutorials

Training Models at Scale Tutorials

PDE-Refiner - Achieving Accurate Long Rollouts with Neural PDE Solvers

How to use Neural Networks to solve complex partial differential equations accurately for long-term predictions.

Phillip Lippe

Jul 19, 2023 1 min read Publications

PDE-Refiner - Achieving Accurate Long Rollouts with Neural PDE Solvers

BISCUIT - Causal Representation Learning from Binary Interactions

Causal Representation Learning meets Embodied AI

Phillip Lippe

Jun 21, 2023 1 min read Publications

BISCUIT - Causal Representation Learning from Binary Interactions

Deep Learning Tutorials Translated to JAX with Flax

Deep Learning Tutorials in PyTorch with PyTorch Lightning and JAX with Flax

Phillip Lippe

Jun 13, 2022 2 min read Tutorials

Deep Learning Tutorials Translated to JAX with Flax

Official Collaboration with PyTorch Lightning

University of Amsterdam Deep Learning Tutorials now part of PyTorch Lightning

Phillip Lippe

Nov 21, 2021 1 min read Tutorials

Official Collaboration with PyTorch Lightning

Normalizing Flows on categorical data

A brief introduction to Categorical Normalizing Flows and permutation-invariant graph generation using GraphCNF

Phillip Lippe

Jan 23, 2021 7 min read Publications

Normalizing Flows on categorical data