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Alex Mallen's Projects

cortical-layers icon cortical-layers

Automatically detect cortical layers of MICrONS segmentation data. See https://github.com/AllenInstitute/cortical-layers for maintained project.

dlk-benchmarking icon dlk-benchmarking

measuring properties of probes meant to uncover belief-like representations of language models

dpk icon dpk

Deep Probabilistic Koopman: long-term time-series forecasting under quasi-periodic uncertainty

few-shot-bias icon few-shot-bias

An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"

koopman-forecasting icon koopman-forecasting

Long-term probabilistic forecasting of quasiperiodic phenomena using Koopman theory

microns-synapse icon microns-synapse

Analysis of cell types involved in synapses in mouse primary visual cortex and how this produces functional circuits.

nasa-geos icon nasa-geos

Collaboration with Christoph Keller at NASA to improve atmospheric chemistry forecasts from Goddard Earth Observing System (GEOS)

the-multiverse icon the-multiverse

Evolution, Conway's game of life, physics. Here I explore a small corner of the multiverse.

trafficlight icon trafficlight

Simulating traffic through a single intersection using traffic lights.

truth-tags icon truth-tags

Labeling near-arbitrary truth-apt sentences produced by instruction-tuned LMs as true/false.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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