Index

A

adaptive_assess() (in module knowledgespaces.api) adaptive_assess_from_fit() (in module knowledgespaces.api)

assess() (in module knowledgespaces.api) assess_from_fit() (in module knowledgespaces.api) atoms() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method)

B

base() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method) beta_dict() (knowledgespaces.estimation.blim_em.BLIMEstimate method) beta_for() (knowledgespaces.estimation.blim_em.BLIMEstimate method) BLIM (class in knowledgespaces.assessment.blim) BLIMEstimate (class in knowledgespaces.estimation.blim_em)

BLIMParams (class in knowledgespaces.assessment.blim) Block1Result (class in knowledgespaces.query.block1) Block1Stats (class in knowledgespaces.query.block1) BlockNResult (class in knowledgespaces.query.block2) BlockNStats (class in knowledgespaces.query.block2)

C

CallbackExpert (class in knowledgespaces.query.expert)

CBKSTResult (class in knowledgespaces.derivation.cbkst) cohens_kappa() (in module knowledgespaces.metrics.agreement)

D

derive_knowledge_structure() (in module knowledgespaces.derivation.cbkst) dict_to_relation() (in module knowledgespaces.io.json) dict_to_skill_map() (in module knowledgespaces.io.json)

dict_to_structure() (in module knowledgespaces.io.json) directional_distances() (in module knowledgespaces.metrics.distances) DirectionalDistances (class in knowledgespaces.metrics.distances) domain (knowledgespaces.structures.knowledge_structure.KnowledgeStructure property)

E

effective_counts (knowledgespaces.estimation.blim_em.ResponseMatrix property) entropy (knowledgespaces.assessment.blim.StatePosterior property) estimate_blim() (in module knowledgespaces.estimation.blim_em)

estimate_blim_restarts() (in module knowledgespaces.estimation.blim_em) eta_dict() (knowledgespaces.estimation.blim_em.BLIMEstimate method) eta_for() (knowledgespaces.estimation.blim_em.BLIMEstimate method) Expert (class in knowledgespaces.query.expert)

F

fit_blim() (in module knowledgespaces.api) from_adjacency_matrix() (knowledgespaces.structures.relations.SurmiseRelation class method) from_dict() (knowledgespaces.assessment.instances.InstancePool class method) from_matrix() (knowledgespaces.derivation.skill_map.SkillMap class method)

from_prerequisites_dict() (knowledgespaces.structures.relations.SurmiseRelation class method) from_prior() (knowledgespaces.assessment.blim.StatePosterior class method) from_relation() (knowledgespaces.query.expert.PresetExpert class method) from_states() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure class method) from_surmise_relation() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure class method)

G

GoodnessOfFit (class in knowledgespaces.estimation.blim_em)

graph_edit_distance() (in module knowledgespaces.metrics.distances) group() (knowledgespaces.query.types.Query class method)

H

hanging_states() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method)

hausdorff() (in module knowledgespaces.metrics.distances)

I

InferenceSource (class in knowledgespaces.query.types) inner_fringe() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method) Instance (class in knowledgespaces.assessment.instances) InstancePool (class in knowledgespaces.assessment.instances) instances_for() (knowledgespaces.assessment.instances.InstancePool method) InstanceScore (class in knowledgespaces.assessment.instances) intersection_with() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method) is_accessible (knowledgespaces.structures.knowledge_structure.KnowledgeStructure property) is_antisymmetric() (knowledgespaces.structures.relations.SurmiseRelation method)

is_closure_space (knowledgespaces.structures.knowledge_structure.KnowledgeStructure property) is_converged() (in module knowledgespaces.assessment.adaptive) is_knowledge_space (knowledgespaces.structures.knowledge_structure.KnowledgeStructure property) is_learning_space (knowledgespaces.structures.knowledge_structure.KnowledgeStructure property) is_well_graded (knowledgespaces.structures.knowledge_structure.KnowledgeStructure property) item_of() (knowledgespaces.assessment.instances.InstancePool method) items (knowledgespaces.assessment.instances.InstancePool property) (knowledgespaces.structures.relations.SurmiseRelation property) ItemScore (class in knowledgespaces.assessment.adaptive)

K

knowledgespaces.api module knowledgespaces.assessment.adaptive module knowledgespaces.assessment.blim module knowledgespaces.assessment.instances module knowledgespaces.derivation.cbkst module knowledgespaces.derivation.skill_map module knowledgespaces.estimation.blim_em module knowledgespaces.io.csv module knowledgespaces.io.json module

knowledgespaces.metrics.agreement module knowledgespaces.metrics.distances module knowledgespaces.query.block1 module knowledgespaces.query.block2 module knowledgespaces.query.expert module knowledgespaces.query.pipeline module knowledgespaces.query.types module knowledgespaces.structures.knowledge_structure module knowledgespaces.structures.relations module KnowledgeStructure (class in knowledgespaces.structures.knowledge_structure)

L

learning_paths() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method) levels() (knowledgespaces.structures.relations.SurmiseRelation method)

likelihood() (knowledgespaces.assessment.blim.BLIM method) likelihood_vector() (knowledgespaces.assessment.blim.BLIM method)

M

marginal_mastery() (knowledgespaces.assessment.blim.StatePosterior method) maximal_items() (knowledgespaces.structures.relations.SurmiseRelation method) minimal_items() (knowledgespaces.structures.relations.SurmiseRelation method) module knowledgespaces.api knowledgespaces.assessment.adaptive knowledgespaces.assessment.blim knowledgespaces.assessment.instances knowledgespaces.derivation.cbkst knowledgespaces.derivation.skill_map knowledgespaces.estimation.blim_em knowledgespaces.io.csv knowledgespaces.io.json knowledgespaces.metrics.agreement knowledgespaces.metrics.distances knowledgespaces.query.block1 knowledgespaces.query.block2 knowledgespaces.query.expert knowledgespaces.query.pipeline knowledgespaces.query.types knowledgespaces.structures.knowledge_structure knowledgespaces.structures.relations

most_likely_state (knowledgespaces.assessment.blim.StatePosterior property)

N

n_items (knowledgespaces.structures.knowledge_structure.KnowledgeStructure property)

n_states (knowledgespaces.structures.knowledge_structure.KnowledgeStructure property)

O

outer_fringe() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method)

P

pair() (knowledgespaces.query.types.Query class method) pi_dict() (knowledgespaces.estimation.blim_em.BLIMEstimate method) prerequisites_of() (knowledgespaces.structures.relations.SurmiseRelation method)

PresetExpert (class in knowledgespaces.query.expert) problem_function() (knowledgespaces.derivation.skill_map.SkillMap method) projection() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method)

Q

Query (class in knowledgespaces.query.types)

QueryAnswer (class in knowledgespaces.query.types) QueryPipelineResult (class in knowledgespaces.query.pipeline)

R

read_relation() (in module knowledgespaces.io.csv) read_relation_json() (in module knowledgespaces.io.json) read_skill_map() (in module knowledgespaces.io.csv) read_skill_map_json() (in module knowledgespaces.io.json) read_structure() (in module knowledgespaces.io.csv) read_structure_json() (in module knowledgespaces.io.json)

relation_to_dict() (in module knowledgespaces.io.json) relations (knowledgespaces.structures.relations.SurmiseRelation property) ResponseMatrix (class in knowledgespaces.estimation.blim_em) run_block1() (in module knowledgespaces.query.block1) run_block_n() (in module knowledgespaces.query.block2) run_query() (in module knowledgespaces.query.pipeline)

S

select_instance_eig() (in module knowledgespaces.assessment.instances) select_item_eig() (in module knowledgespaces.assessment.adaptive) shannon_entropy() (in module knowledgespaces.assessment.blim) size (knowledgespaces.structures.relations.SurmiseRelation property) skill_map_to_dict() (in module knowledgespaces.io.json) skill_to_item_relation() (in module knowledgespaces.derivation.cbkst) SkillMap (class in knowledgespaces.derivation.skill_map) skills_for() (knowledgespaces.derivation.skill_map.SkillMap method) space_from_prerequisites() (in module knowledgespaces.api)

space_from_skill_map() (in module knowledgespaces.api) StatePosterior (class in knowledgespaces.assessment.blim) states (knowledgespaces.structures.knowledge_structure.KnowledgeStructure property) states_by_size() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method) structure_from_skill_map() (in module knowledgespaces.api) structure_to_dict() (in module knowledgespaces.io.json) successors_of() (knowledgespaces.structures.relations.SurmiseRelation method) surmise_relation() (knowledgespaces.structures.knowledge_structure.KnowledgeStructure method) SurmiseRelation (class in knowledgespaces.structures.relations) symmetric_difference() (in module knowledgespaces.metrics.distances)

T

to_adjacency_dict() (knowledgespaces.structures.relations.SurmiseRelation method) to_matrix() (knowledgespaces.derivation.skill_map.SkillMap method) (knowledgespaces.structures.relations.SurmiseRelation method)

transitive_closure() (knowledgespaces.structures.relations.SurmiseRelation method) transitive_reduction() (knowledgespaces.structures.relations.SurmiseRelation method)

U

uniform() (knowledgespaces.assessment.blim.StatePosterior class method)

update() (knowledgespaces.assessment.blim.StatePosterior method)

V

validate_domain() (knowledgespaces.assessment.instances.InstancePool method)

W

was_asked (knowledgespaces.query.types.QueryAnswer property) write_relation() (in module knowledgespaces.io.csv) write_relation_json() (in module knowledgespaces.io.json)

write_skill_map() (in module knowledgespaces.io.csv) write_skill_map_json() (in module knowledgespaces.io.json) write_structure() (in module knowledgespaces.io.csv) write_structure_json() (in module knowledgespaces.io.json)