Load Data

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From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-10.)

Load Data

Returns	Tuple X Y^[1]
Returns	X and Y^[3]
Rdf:type	Function^[3]
Calls Function	Np Random Rand^[1]
Calls Function	Np Random Randint^[1]
Calls	Np Random Rand^[1]
Calls	Np Random Randint^[1]
Rdfs:label	load_data^[2]
Precedes	Split Data^[1]
Generates Data	Synthetic Binary Classification Dataset^[1]
Returns Tuple	Tuple X Y^[1]

ex:load_data

Load Data has 25 facts recorded in Dontopedia across 3 references, with 4 live disagreements.

25 facts·17 predicates·3 sources·4 in dispute

Mostly:returns(4), rdf:type(3), calls function(2)

Returnsin dispute`returns`

Tuple X Y^[1]sourceall time · 5679be66 975d 4ac3 8008 E70820051098
X and Y^[3]sourceall time · Dd6560d5 64d1 4999 Ae8b 6d6edb214986
X^[2]all time · F7420fe4 1945 4e74 A2e3 97d553a4880e
y^[2]all time · F7420fe4 1945 4e74 A2e3 97d553a4880e

Rdf:typein dispute`rdf:type`

Function^[3]all time · Dd6560d5 64d1 4999 Ae8b 6d6edb214986
Function^[2]all time · F7420fe4 1945 4e74 A2e3 97d553a4880e
Function^[1]sourceall time · 5679be66 975d 4ac3 8008 E70820051098

Calls Functionin dispute`callsFunction`

Np Random Rand^[1]sourceall time · 5679be66 975d 4ac3 8008 E70820051098
Np Random Randint^[1]sourceall time · 5679be66 975d 4ac3 8008 E70820051098

Callsin dispute`calls`

Np Random Rand^[1]sourceall time · 5679be66 975d 4ac3 8008 E70820051098
Np Random Randint^[1]sourceall time · 5679be66 975d 4ac3 8008 E70820051098

Rdfs:label`rdfs:label`

load_data^[2]all time · F7420fe4 1945 4e74 A2e3 97d553a4880e
load_data^[3]sourceall time · Dd6560d5 64d1 4999 Ae8b 6d6edb214986

Precedes`precedes`

Split Data^[1]all time · 5679be66 975d 4ac3 8008 E70820051098

Generates Data`generatesData`

Synthetic Binary Classification Dataset^[1]all time · 5679be66 975d 4ac3 8008 E70820051098

Returns Tuple`returnsTuple`

Tuple X Y^[1]sourceall time · 5679be66 975d 4ac3 8008 E70820051098

Creates`creates`

Synthetic Dataset^[1]sourceall time · 5679be66 975d 4ac3 8008 E70820051098

Has Docstring`hasDocstring`

Load and return synthetic dataset.^[1]sourceall time · 5679be66 975d 4ac3 8008 E70820051098

Inverse Returns to`inverse_returnsTo`

Main^[3]sourceall time · Dd6560d5 64d1 4999 Ae8b 6d6edb214986

Produces`produces`

Features and Labels^[3]sourceall time · Dd6560d5 64d1 4999 Ae8b 6d6edb214986

Inbound mentions (6)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`calls`Calls(2)

Mainex:main
Mainex:main

`capturedBefore`Captured Before(1)

Start Timeex:start_time

`containsFunction`Contains Function(1)

Code Structureex:code-structure

`hasStep`Has Step(1)

Evaluation Pipelineex:evaluation-pipeline

`prerequisiteFor`Prerequisite for(1)

Generate Keyex:generate_key

Other facts (5)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

5 facts

Predicate	Value	Ref
Description	Loads the synthetic dataset	[3]
Returns Multiple	2	[2]
Prerequisite for	Encrypt Data	[2]
Comment	Placeholder for actual data loading logic	[2]
Is Placeholder	true	[2]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

25 undated

—

callsbeam/5679be66-975d-4ac3-8008-e70820051098

ex:np-random-rand

—

callsbeam/5679be66-975d-4ac3-8008-e70820051098

ex:np-random-randint

—

callsFunctionbeam/5679be66-975d-4ac3-8008-e70820051098

ex:np-random-rand

—

callsFunctionbeam/5679be66-975d-4ac3-8008-e70820051098

ex:np-random-randint

—

commentbeam/f7420fe4-1945-4e74-a2e3-97d553a4880e

Placeholder for actual data loading logic

—

createsbeam/5679be66-975d-4ac3-8008-e70820051098

ex:synthetic-dataset

—

descriptionbeam/dd6560d5-64d1-4999-ae8b-6d6edb214986

Loads the synthetic dataset

—

generatesDatabeam/5679be66-975d-4ac3-8008-e70820051098

ex:synthetic-binary-classification-dataset

—

hasDocstringbeam/5679be66-975d-4ac3-8008-e70820051098

Load and return synthetic dataset.

—

inverse_returnsTobeam/dd6560d5-64d1-4999-ae8b-6d6edb214986

ex:main

—

isPlaceholderbeam/f7420fe4-1945-4e74-a2e3-97d553a4880e

true

—

precedesbeam/5679be66-975d-4ac3-8008-e70820051098

ex:split_data

—

prerequisiteForbeam/f7420fe4-1945-4e74-a2e3-97d553a4880e

ex:encrypt_data

—

producesbeam/dd6560d5-64d1-4999-ae8b-6d6edb214986

ex:features_and_labels

—

labelbeam/f7420fe4-1945-4e74-a2e3-97d553a4880e

load_data

—

labelbeam/dd6560d5-64d1-4999-ae8b-6d6edb214986

load_data

—

typebeam/dd6560d5-64d1-4999-ae8b-6d6edb214986

ex:Function

—

typebeam/f7420fe4-1945-4e74-a2e3-97d553a4880e

ex:Function

—

typebeam/5679be66-975d-4ac3-8008-e70820051098

ex:Function

—

returnsbeam/5679be66-975d-4ac3-8008-e70820051098

ex:tuple-X-y

—

returnsbeam/dd6560d5-64d1-4999-ae8b-6d6edb214986

ex:X_and_y

—

returnsbeam/f7420fe4-1945-4e74-a2e3-97d553a4880e

—

returnsbeam/f7420fe4-1945-4e74-a2e3-97d553a4880e

—

returnsMultiplebeam/f7420fe4-1945-4e74-a2e3-97d553a4880e

—

returnsTuplebeam/5679be66-975d-4ac3-8008-e70820051098

ex:tuple-X-y

References (3)

3 references

[1]beam-chunk11 facts
customctx:claims/beam/5679be66-975d-4ac3-8008-e70820051098
- full textbeam-chunk
  text/plain1 KBdoc:beam/5679be66-975d-4ac3-8008-e70820051098
  Show excerpt
  from sklearn.model_selection import train_test_split from sklearn.ensemble import RandomForestClassifier from sklearn.metrics import accuracy_score, classification_report, confusion_matrix import logging # Set up logging configuration logg…
[2]beam-chunk8 facts
customctx:claims/beam/f7420fe4-1945-4e74-a2e3-97d553a4880e
- full textbeam-chunk
  text/plain1 KBdoc:beam/f7420fe4-1945-4e74-a2e3-97d553a4880e
  Show excerpt
  encrypted_data = cipher.encrypt(data) return encrypted_data def decrypt_data(encrypted_data, key): cipher = Fernet(key) decrypted_data = cipher.decrypt(encrypted_data) return decrypted_data def load_data(): # Place…
[3]beam-chunk6 facts
customctx:claims/beam/dd6560d5-64d1-4999-ae8b-6d6edb214986
- full textbeam-chunk
  text/plain1 KBdoc:beam/dd6560d5-64d1-4999-ae8b-6d6edb214986
  Show excerpt
  y_pred = model.predict(X_test) accuracy = accuracy_score(y_test, y_pred) logging.debug(f"Model evaluation completed. Accuracy: {accuracy:.4f}") report = classification_report(y_test, y_pred) matrix = confusion_matri…

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Load Data

Returnsin disputereturns

Rdf:typein disputerdf:type

Calls Functionin disputecallsFunction

Callsin disputecalls

Rdfs:labelrdfs:label

Precedesprecedes

Generates DatageneratesData

Returns TuplereturnsTuple

Createscreates

Has DocstringhasDocstring

Inverse Returns toinverse_returnsTo

Producesproduces

Inbound mentions (6)

callsCalls(2)

capturedBeforeCaptured Before(1)

containsFunctionContains Function(1)

hasStepHas Step(1)

prerequisiteForPrerequisite for(1)

Other facts (5)

Timeline

References (3)

See also

Keep researching

Returnsin dispute`returns`

Rdf:typein dispute`rdf:type`

Calls Functionin dispute`callsFunction`

Callsin dispute`calls`

Rdfs:label`rdfs:label`

Precedes`precedes`

Generates Data`generatesData`

Returns Tuple`returnsTuple`

Creates`creates`

Has Docstring`hasDocstring`

Inverse Returns to`inverse_returnsTo`

Produces`produces`

`calls`Calls(2)

`capturedBefore`Captured Before(1)

`containsFunction`Contains Function(1)

`hasStep`Has Step(1)

`prerequisiteFor`Prerequisite for(1)