Index

A

abstract class abstract method abstract property abstract static method Accuracy (error rate) activation function ALU anycast argument Arithmetic Logic Unit ASGI

Association learning Asynchronous Server Gateway Interface attribute Attribute (field, variable, feature) Attributes Auto-regression Time Series Average aw awaitable aws axiom

B

back propagation base base class Bayes' Rule Bernoulli's Inequality Best separating hyperplane best separating hyperplane big-data

Binary classifier Binary Model broadcast Broadcasting bugfix Błąd I rodzaju (prawdopodobieństwo błędu) Błąd II rodzaju Błąd standardowy

C

call call a function Celery Central Processing Unit Chance variation, chance error child class Class Boundary Class Interval Classification classification Classifier Cluster cluster

Cluster Sample Conditional Probability Confusion matrix consistency constructor Converse coroutine Correlation Correlation coefficient Cost (utility/loss/payoff) Cost Function Coverage CPU Cross-validation

D

Daemon daemon Data cleaning/cleansing Data mining Data set Data Source Name Database Source Name DBA Dead Lock Decision Boundary decision boundary deep Learning

default parameter derive Deviation Dimension Discrete Variable Discriminative Classifier Discriminative model discriminative model Distribution distribution Distribution Function, Empirical DSN

E

end-of-life engine Entities Entity eps

Error rate Estimator Example Expectation, Expected Value Extrapolation

F

factorial Feature Feature vector (record, tuple) features Field field Floating-Point Unit fn

FPU fragment fully connected layer func function function call Funkcja future

G

Game Theory Generative Model generative model geocast

Geometric Distribution Geometric Mean GPU Graphics Processing Unit

H

hidden Layer Hipoteza alternatywna Hipoteza zerowa

Histogram host host-specific hostport

I

i.i.d. sample implement Inducer / induction algorithm inherit initializer input Layer INSERT instance

Instance (example, case, record) integrity interface Interpolation IPC Istotność statystyczna iterable iterator

J

JOIN

K

keyword argument Knowledge discovery

Kodowanie Korelacja

L

lambda LC_ALL LC_COLLATE LC_CTYPE LC_MESSAGES LC_MONETARY LC_NUMERIC LC_TIME

Learning Algorithm Liczba stopni swobody Linear association linear inheritance lock logistic-sigmoid function logit Loss Loss function

M

Machine learning Matrix Multiplication Mean, Arithmetic mean Median Member of a set Message Broker Messaging method

Missing value mixin classes Mock mock Model Model deployment Models multicast multiple inheritance

N

namespace Negative negative neuron NF

Nonlinear Association Normal approximation Normal curve Normal distribution normalization

O

object object constructor object initializer Observation Odchylenie standardowe OLAP (MOLAP, ROLAP)

Out-of-sample data output Layer Overfitting overfitting overload override

P

parameter Parametr parent Partition path path-abempty path-absolute path-empty path-noscheme path-rootless pdf Percentile png Population Population Mean Population Standard Deviation port positional argument Positive positive Poziom istotności Preprocessing prerelease Probability Probability density function Probability Distribution Probability Histogram procedure Process property Próba Próba reprezentatywna Przedział ufności ps Python Enhancement Proposals PEP 20, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10] PEP 257, [1], [2], [3], [4], [5] PEP 3101 PEP 3119 PEP 318 PEP 361, [1] PEP 373, [1] PEP 375 PEP 380 PEP 392 PEP 398 PEP 404 PEP 420 PEP 429 PEP 478 PEP 484, [1], [2] PEP 492 PEP 494 PEP 526, [1] PEP 537 PEP 544, [1], [2] PEP 557 PEP 569 PEP 570, [1], [2], [3] PEP 572, [1] PEP 584, [1] PEP 585, [1], [2], [3] PEP 586 PEP 589 PEP 591, [1], [2] PEP 593, [1], [2] PEP 596 PEP 602, [1] PEP 604, [1], [2] PEP 614 PEP 615, [1], [2] PEP 616 PEP 618 PEP 619 PEP 636, [1], [2] PEP 655, [1], [2], [3] PEP 657 PEP 664 PEP 673, [1] PEP 675 PEP 679 PEP 693 PEP 695, [1], [2] PEP 719, [1] PEP 8, [1], [2], [3], [4], [5], [6], [7]

Q

Quantile

query

R

Race Condition Random Sample Random Variable raster graphics RDBMS RDSMS Real number Record Reflection Regresja Regression regression Regression, Linear Regression

Regressor relation required parameter Resubstitution accuracy (error/loss) retention return RFC RFC 1738 RFC 3986, [1] Rozkład Rozkład dwumianowy Rozkład normalny Rozkład t-Studenta Równanie prostej

S

Sample Sample Mean Scalar Schema scheme security SELECT self Sensitivity session shallow learning signature single inheritance Skala pomiarowa Softmax function Specificity

SQL Standard Deviation (SD) Standard Error (SE) Standard Normal Curve Standaryzacja danych Starvation state Statystyka Structured Query Language Stub stub subclass superclass Supervised learning Support Vector svg

T

Table tasks Tensor Processing Unit Test dwustronny Test jednostronny Test parametryczny

Test statystyczny thread timer TPU Transformacja Transformation Tuple

U

ufunc unicast Unittest

Universal Functions Unsupervised learning UPDATE Utility

V

Variable Variance, population variance Vector vector graphics

Vector Space vector space Vectorized Operations Venn Diagram

W

WADL Wariancja Wartość krytyczna Web Application Description Language

Web Services Description Language weight worker WSDL

Z

Zmienna niezależna

Zmienna zależna