Description Usage Format Details Examples
A list of knwoledge list
1 |
A list of lists that were generated using generate_our_knowledge
function and updated using different strategy functions and sampling functions. The name of the object defines which strategy and which sampling function was used:
Rand
: random_design
strategy
Act
: active_design
strategy
Dream6
: dream6_design
strategy
Sing
: sample_function_single_mod
sampling function
Mult
: sample_function_multi_mod_weight
sampling function
The integer at the end of the name is the random number generator seed used to perform the corresponding simulation.
The update performed by the strategies consists in filling the experiments
slot of knobj
with the sequence experiments performed. See exps
. The corresponding data is available in the datas
slot. This slot is a list. Each element of this list is a list with the following entries
manip
: the molecular perturbation performed, an element of experiment_list1
data
: the associated noisy observations, based on the chosen observable, an element of observables
thetas
: a posterior sample generated by the corresponding sample_function
.
risks
: the risk associated to all potential new experiments computed by estimate_risk_out_all
The knowledge lists updated using random_design
strategy do not provide any risk information.
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