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David Pfau's Projects

altai icon altai

Online morphological ROI detection for large scale calcium imaging

deprecated_pdia icon deprecated_pdia

Deprecated implementation of PDIA. Current implementation is linked below.

hf-rnn icon hf-rnn

Implementation of Hessian Free Optimization for Recurrent Neural Nets

ib_oom icon ib_oom

Training Observable Operator Models via Information Bottleneck (no longer active)

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

neural-decoding icon neural-decoding

Subspace identification, nuclear norm minimization, poisson noise, and other collected treats.

optim icon optim

A numeric optimization package for Torch.

pdia icon pdia

Probabilistic Deterministic Infinite Automata.

pycpd icon pycpd

A Python implementation of Coherent Point Drift for Point Set Registration

quagga icon quagga

Library for automated ROI extraction from calcium imaging data

rl icon rl

Various experiments in reinforcement learning

serviette icon serviette

Serviette: a JavaScript library for parsing BibTeX files

sm-pdia icon sm-pdia

Split-merge sampling for probabilistic deterministic infinite automata

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