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