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install.packages('cramR')

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248

Version

0.1.1

License

GPL-3

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Maintainer

Yanis Vandecasteele

Last Published

August 24th, 2025

Functions in cramR (0.1.1)

cram_policy

Cram Policy: Efficient Simultaneous Policy Learning and Evaluation
cram_learning

Cram Policy Learning
cram_policy_value_estimator

Cram Policy: Estimator for Policy Value (Psi)
cram_variance_estimator

Cram Policy: Variance Estimate of the crammed Policy Value Difference (Delta)
cram_variance_estimator_policy_value

Cram Policy: Variance Estimate of the crammed Policy Value estimate (Psi)
fit_model

Cram Policy: Fit Model
cram_expected_loss

Cram ML Expected Loss Estimate
cram_ml

Cram ML: Simultaneous Machine Learning and Evaluation
cram_var_expected_loss

Cram ML: Variance Estimate of the crammed expected loss estimate
cram_simulation

Cram Policy Simulation
set_model

Cram Policy: Set Model
fit_model_ml

Cram ML: Fit Model ML
validate_params_fnn

Cram Policy: Validate Parameters for Feedforward Neural Networks (FNNs)
validate_params

Cram Policy: Validate User-Provided Parameters for a Model
model_predict_ml

Cram ML: Predict with the Specified Model
model_predict

Cram Policy: Predict with the Specified Model
test_baseline_policy

Validate or Set the Baseline Policy
get_betas

Generate Reward Parameters for Simulated Linear Bandits
ml_learning

Cram ML: Generalized ML Learning
test_batch

Validate or Generate Batch Assignments
BatchLinUCBDisjointPolicyEpsilon

Batch Disjoint LinUCB Policy with Epsilon-Greedy
ContextualLinearBandit

Contextual Linear Bandit Environment
BatchContextualEpsilonGreedyPolicy

Batch Contextual Epsilon-Greedy Policy
LinUCBDisjointPolicyEpsilon

LinUCB Disjoint Policy with Epsilon-Greedy Exploration
cram_bandit_var

Cram Bandit Variance of the Policy Value Estimate
cram_estimator

Cram Policy Estimator for Policy Value Difference (Delta)
cram_bandit_est

Cram Bandit Policy Value Estimate
cram_bandit

Cram Bandit: On-policy Statistical Evaluation in Contextual Bandits
BatchContextualLinTSPolicy

Batch Contextual Thompson Sampling Policy
cram_bandit_sim

Cram Bandit Simulation