Phillip Lippe

Results 8 repositories owned by Phillip Lippe

uvadlc_notebooks

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Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

CategoricalNF

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Official repository for "Categorical Normalizing Flows via Continuous Transformations"

CITRIS

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Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects"

ENCO

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Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"

UvA_Summaries

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Summaries of courses in the AI Master programme at UvA

BISCUIT

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Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)

saved_models

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Stores the saved models of the UvA-DLC notebooks

jax_trainer

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Lightning-like training API for JAX with Flax