39 projects
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-synthetic
AutoRA Synthetic Experiments
autora-theorist-rnn-sindy-rl
An AutoRA theorist for discovering reinforcement learning models from behavioral experiments.
autora-experimentalist-bandit-random
Create a sequence of bandit task rewards using initial reward probabilties and drift
autora-experimentalist-model-disagreement
Compares weaknesses in multiple models
rnn-sindy-rl
An AutoRA theorist for discovering reinforcement learning models from behavioral experiments.
bandit-random
Create a sequence of bandit task rewards using iniitial reward probabilty and drift
autora-experiment-runner-firebase-prolific
AutoRA Firebase Prolific Experiment Runner provides experiment runners to run experiments with prolific and firebase
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-experimentalist-prediction-filter
Filters condition based on model predictions.
autora-experimentalist-extrapolation
AutoRA Extrapolation Experimentalist
autora-experimentalist-falsification
AutoRA Falsification Experimentalist
autora-experimentalist-divergence
sampling based on divergence
equation-tree
Describe your contribution
autora-synthetic-abstract-equation
An experiment runner from arbitrary equations
autora-experiment-runner-synthetic-psychology-ssm
Run synthetic experiments with hierarchical sequential sampling models
autora
Autonomous Research Assistant (AutoRA) is a framework for automating steps of the empirical research process.
autora-core
Autonomous Research Assistant (AutoRA) is a framework for automating steps of the empirical research process.
autora-workflow
Workflow tools for the Autonomous Research Assistant (AutoRA) package.
autora-experimentalist-novelty
AutoRA Novelty Experimentalist
autora-experimentalist-assumption
Describe your contribution
autora-experimentalist-uncertainty
Experimentalist based on where the model is least certain.
autora-experimentalist-nearest-value
A experimentalist which returns the nearest values between the input samples and the allowed values, without replacement.
autora-experimentalist-inequality
AutoRA Inequality Experimentalist
autora-experimentalist-leverage
Experimentalist that uses statistical leverage to determine the next data to sample.
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-theorist-darts
Differentiable Architecture Search 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.
autora-experimentalist-poppernet
Pooler that generates samples for independent variables by maximizing the loss
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).
