28 projects
autora-core
Autonomous Research Assistant (AutoRA) is a framework for automating steps of the empirical research process.
autora-synthetic
AutoRA Synthetic Experiments
autora-experimentalist-falsification
AutoRA Falsification Experimentalist
autora-experimentalist-novelty
AutoRA Novelty Experimentalist
autora-experimentalist-model-disagreement
Compares weaknesses in multiple models
autora
Autonomous Research Assistant (AutoRA) is a framework for automating steps of the empirical research process.
autora-theorist-darts
Differentiable Architecture Search theorist for AutoRA
autora-experiment-runner-experimentation-manager-firebase
AutoRA Experimentation Manager Firebase provides functionality to manage communication of conditions and observations between AutoRA and an experiment on Firebase.
autora-experiment-runner-recruitment-manager-prolific
AutoRA Prolific Recruitment Manager provides functionality to recruit participants via Prolific to set up an experiment runner for AutoRA
autora-experiment-runner-firebase-prolific
AutoRA Firebase Prolific Experiment Runner provides experiment runners to run experiments with prolific and firebase
equation-tree
Describe your contribution
autora-synthetic-abstract-equation
An experiment runner from arbitrary equations
autora-workflow
Workflow tools for the Autonomous Research Assistant (AutoRA) package.
autora-theorist-bms
Bayesian Machine Scientist theorist for AutoRA
equation-sampler
Tool to sample equations
autora-experimentalist-sampler-leverage
Experimentalist that uses statistical leverage to determine the next data to sample.
autora-synthetic-abstract-sympy-equation
An experiment runner that uses an arbitrary sympy function
autora-experimentalist-sampler-model-disagreement
Compares weaknesses in multiple models
autora-experimentalist-sampler-novelty
AutoRA Novelty Experimentalist
autogs
Part of the Autonomous Empirical Research Initiative.
autora-experimentalist-sampler-inequality
AutoRA Inequality Sampler
autora-theorist-bsr
Bayesian Symbolic Regression theorist for AutoRA
autora-experimentalist-sampler-uncertainty
Sampler based on where the model is least certain.
autora-experimentalist-sampler-nearest-value
A sampler which returns the nearest values between the input samples and the allowed values, without replacement.
cookiesamurai
A wrapper around cookiesamurai to allow for conditional questions.
autora-experimentalist-poppernet
Pooler that generates samples for independent variables by maximizing the loss
sourpea
declarative language in python for testing experiment sequences for counterbalance.
autoos
Automated Open Science (AutoOS) provides tools for the automated documentation of (autonomously conducted) experiments for upload within the Open Science Framework. These methods build on community-supported and machine-readable standards for expressing quantitative models of brain function and behavior (e.g., the Model Description Format) and corresponding data sets (e.g., the Brain Imaging Data Structure).
