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Automated Research Assistant
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Automated Research Assistant
GitHub
Introduction
Basic Tutorials
Basic Tutorials
1 - Components
1 - Components
Overview
1a - Theorists
1b - Experimentalists
2 - Loop Constructs
3 - Functional Workflow
4 - Customization
Use Case Tutorials
Use Case Tutorials
Closed-Loop Psychophysics Study
Closed-Loop Psychophysics Study
1 - Set Up Project
2 - Set Up Firebase
3 - Connect Project With Firebase
4 - Connect Workflow With Firestore
5 - Generating the Experiment
6 - Create Preprocessing Pipeline
7 - Update the Workflow
8 - Connect Project with Prolific
Closed-Loop Two-Armed Bandit Study
Closed-Loop Two-Armed Bandit Study
1 - Set Up Project
2 - Set Up Firebase
3 - Connect Project With Firebase
4 - Connect Workflow With Firestore
5 - Workflow Explanation
6 - Testing the Workflow
7 - Connect Project with Prolific
8 - Customization
User Guide
User Guide
Installation
Terminology
Cheat Sheet
States and Workflows
States and Workflows
AutoRA Variables
States
States
Overview
Basic Usage
Combining Experimentalists with States
Workflows with States
Workflows with States
Overview
Dynamically Altering the State
Workflows for HPCs
Workflows for HPCs
Basic Usage
Using Cylc
Using Cylc and Slurm
Theorists
Theorists
DARTS
DARTS
Quickstart
How It Works
Meta Parameters
Search Space
Examples
Examples
Basic Usage
Weber-Fechner Law
BMS
BMS
Quickstart
How It Works
Meta Parameters
Search Space
Examples
Examples
Basic Usage
BSR
BSR
Quickstart
How It Works
Meta Parameters
Search Space
Examples
Examples
Basic Usage
Experimentalists
Experimentalists
Pipeline
Random
Random
Quickstart
Grid
Grid
Quickstart
Novelty
Novelty
Quickstart
Examples
Examples
Basic Usage
Inequality
Inequality
Quickstart
Examples
Examples
Basic Usage
Nearest Value
Nearest Value
Quickstart
Examples
Examples
Basic Usage
Model Disagreement
Model Disagreement
Quickstart
Examples
Examples
Basic Usage
Uncertainty
Uncertainty
Quickstart
Examples
Examples
Basic Usage
Leverage
Leverage
Quickstart
Examples
Examples
Basic Usage
Falsification
Falsification
Quickstart
Examples
Examples
Basic Usage
Mixture
Mixture
Quickstart
Examples
Examples
Basic Usage
Prediction Filter
Prediction Filter
Quickstart
Examples
Examples
Basic Usage
Usage On State
Bandit Random
Bandit Random
Quickstart
Examples
Examples
Basic Usage
Experiment Runners
Experiment Runners
Synthetic
Synthetic
Quickstart
Example
Example
Abstract
Abstract
LMM
Basic Equation
Equation Sampling
Economics
Economics
Expected Value Theory
Prospect Theory
Neuroscience
Neuroscience
Task Switching
Psychology
Psychology
Exponential Learning
Luce Choice Ratio
Q Learning
Psychophysics
Psychophysics
Weber Fechner Law
Behavioral Web Experiments
Behavioral Web Experiments
Example
Using Firebase
Firebase-Prolific Runner
Firebase-Prolific Runner
Quickstart
Examples
Examples
Basic Usage
Firebase Experimentation Manager
Firebase Experimentation Manager
Quickstart
Examples
Examples
SweetPea
Prolific Recruitment Manager
Prolific Recruitment Manager
Quickstart
Examples
Examples
Basic Usage
Contributor Guide
Contributor Guide
Modules
Modules
Theorist
Experimentalist
Experiment Runner
Core
Notebooks
Development Setup
Pre-Commit Hooks
Code Reference
Code Reference
autora
autora
experiment_runner
experiment_runner
synthetic
synthetic
abstract
abstract
equation
equation
lmm
template_experiment
economics
economics
expected_value_theory
prospect_theory
neuroscience
neuroscience
task_switching
psychology
psychology
exp_learning
luce_choice_ratio
q_learning
psychophysics
psychophysics
stevens_power_law
weber_fechner_law
utilities
firebase_prolific
firebase_prolific
experimentalist
experimentalist
bandit_random
bandit_random
grid
pipeline
random
utils
model_disagreement
model_disagreement
falsification
falsification
popper_net
utils
inequality
inequality
leverage
leverage
mixture
mixture
nearest_value
nearest_value
novelty
novelty
prediction_filter
prediction_filter
uncertainty
uncertainty
theorist
theorist
bms
bms
fit_prior
mcmc
parallel
prior
prior
Table of contents
prior
regressor
utils
bsr
bsr
funcs
misc
node
operation
prior
regressor
darts
darts
architect
dataset
fan_out
model_search
operations
regressor
utils
visualize
serializer
serializer
yaml_
state
utils
utils
deprecation
dictionary
variable
variable
time
workflow
workflow
__main__
Table of contents
prior
autora.theorist.bms.prior