ML.MD
Search
Search
Search
Dark mode
Light mode
Explorer
Fleeting
index_cards
accuracy
adjusted_r2
assumptions of linear discriminant analysis
autocorrelation
autoregression
bias
bias-variance tradeoff
boosting
bootstrap
causality test
classification
confusion matrix
cross valiation
decision tree
differencing
f1-score
Gini coefficient
Homoscedasticity
k-fold cross valiation
kernel trick
linear discriminant analysis
logistic regression
logloss
mean absolute error
mean squared error
model complexity
moving average
naive Bayes
natural language processing
partial autocorrelation
precision
r2
recall
regression
residual sum of squares
root mean squared error
stationary
stationary test
support vector classifiers
support vectors
text tokenization
total sum of squares
weak models
time_series
udemy.notes
6. Time Series with Pandas
6.1. DateTime Index
6.2. DateTime Index Part Two
6.3. Time Resampling
6.4. Time Shifting
6.5. Rolling and Expanding
6.6. Visualizing Time Series Data
6.7. Visualizing Time Series Data - Part Two
7. Time Series Analysis with Statsmodels
7.1. Introduction to Statsmodels Library
7.2. ETS Decomposition
7.3. EWMA Theory
7.4. EWMA Exponential Weighted Moving Average
7.5. Holt-Winters Method Theory
7.6. Holt-Winters Method Code - Part 1
7.7. Holt-Winters Method Code - Part 2
8. General Forecasting
8.1 Introduction to Forecasting Models Part 1
8.2 Evaluating Forecast Predictions
8.3 Introduction to Forecasting Models Part 2
8.4 ACF and PACF Theory
8.5 ACF and PACF Code Along
8.6 ARIMA Overview
8.7 Autoregression - AR - Overview
8.8 Autoregression - AR with Statmodels
8.9 Descriptive Statistics and Tests - Part 1
8.10 Descriptive Statistics and Tests - Part 2
8.11 Descriptive Statistics and Tests - Part 3
8.12 Arima Theory Overview
8.13 Choosing ARIMA Orders - Part 1
8.13 Choosing ARIMA Orders - Part 2
8.14 ARMA and ARIMA - AutoRegressive Integrated Moving Average - Part 1
8.14 ARMA and ARIMA - AutoRegressive Integrated Moving Average - Part 2
8.15. SARIMA - Seasonal Autoregressive Integrated Moving Average
8.16 SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - Part 1
8.17 SARIMAX - Seasonal Autoregressive Integrated Moving Average Exogenous - Part 2
$\chi^2$ Distribution
A New Way to Predict Probability Distributions by Harrison Hoffman Feb, 2023 Towards Data Science
Chi-Square and Standard Normal Theorem
Confidence Level
Construction of Manifold in R2
Correlation — When Pearson’s r Is Not Enough by Farzad Mahmoodinobar Feb, 2023 Towards Data Science
Decision Rule
Example - Differentiation of a Differential Form
Gamma, Exponential and Chi-Squared Distributions
Independent Random Variables
Indicator Function
Integration Of Differential Forms
Log-Normal Distribution
Multiplication Of 1-Forms
Normal Distribution
Notions of Distance
P-value
parametric probabilistic model
Poisson as the Limit of Binomial Distribution
Properties of Differentiation
README
Recall Hypothesis Test
References on Analysis
References on Differential Geometry
References on Numerical Analysis
References on Optimization
References on PDEs and Functional Analysis
References on Probability Theory
Rejection Region
Relationship Between Bernoulli and Binomial Distributions
Significance Level
Simple or Composite Hypothesis
Statistical Test
T Distribution
T Distribution Theorem
Test
Test Quality Function
Test Statistic
Type II Error
Type-I Error
Type-I Error Rate
Type-II Error Rate
Understanding Noisy Data and Uncertainty in Machine Learning by Harrison Hoffman Jan, 2023 Towards Data Science
Literature
17 Statistical Hypothesis Tests in Python (Cheat Sheet)
A Gentle Introduction to Statistical Hypothesis Testing
README
Permanent
Probability Distributions
Bernoulli Distribution
Beta Distribution
Binomial Distribution
Exponential Distribution
Gamma Distribution
Gaussian Distribution
Geometric Distribution
Pareto Distribution
Probability Distributions
1-form
Abstract Measure
Accumulation Point
Accumulation Points and Closed Sets
Akaike Information Criterion
Analysis of Variance Test (ANOVA)
Anderson-Darling Test
Atlas
Augmented Dickey-Fuller
Banach Space
Basis for Topology
Bayes' Theorem
Bayesian Information Criterion
Borel Sigma Algebra
Boundary of a Set
Bounded Set
Cauchy Sequence
Chain Rule
Chart and Coordinate Neighborhood
Chi-Squared Test
Closed and bounded sets are compact
Closed Set
Closed Set and Closure
Closed Subsets are Compact
Closure of a Set
Closure of a Set is Closed
Compact Set
Compact Subsets of a Hausdorff Space are Closed
Compact Topological Space
Compatability of Coordinates
Complete Metric Space
Conditional Probability
Connected Topological Space
Continous Differentiability
Continuity in terms of Preimage
Continuous Function
Contracting Mapping Theorem
Convergence of a Sequence in terms of a Metric
Convergence of a Sequence in terms of Open Sets
Convergent and Cauchy Sequences
Coordinate Neighborhood
Corollary Tangent Vectors are Derivations
Correlation of Random Variables
Cotangent Space
Countably Additive Function
Covariance of Random Variables
Covariance, Correlation and Independence
Covector Field
Cover
Curve
D’Agostino’s $K^2$ Test
Density
Derivation
Diffeomorphism
Differentiability and Partial Derivatives
Differentiable
Differentiable Manifold
Differential Forms
Differentiation Of Differental Forms
Directional Derivative
Dual Space
Entropy
Euclidean Product of Differentiable Manifolds
Euclidean Space
Euclidean Tangent Space
Existence of Isometric Spaces
Expected Value of a Random Variable
First Variation
Friedman Test
Functional
Functions and Mappings
Gaussian is the Limit of Binomial
Gaussian is the Limit of Poisson
Hausdorff Space
Hausdorff Topological Space
Hilbert Space
Homeomorphism
Image of an Open Set Under Continuous Function
Induced Topology of a Metric
Inner Product
Interior of a Set
Interior Point and Interior of a Set
Inverse Function Theorem
Isometric Spaces
Jacobian Matrix
Kendall’s Rank Correlation
Kruskal-Wallis H
Kwiatkowski-Phillips-Schmidt-Shin
Lebesgue Integral
Lebesgue Measure
Likelihood Function
Limit of a Sequence
Local Criterion for Openness
Local Minimum
Locally Euclidean
Lp Norm
Mann-Whitney U Test
Markov Chain Monte Carlo
Measurable Function
Measure
Measure Space
Metric
Metric Neighborhood
Metric Open Set
Metric Set Closure
Metric Space
Metric Spaces are Hausdorff
Metrical Continuous Function
Metrizable Topological Space
Moment Generating Function
Monte Carlo
N-form
Negative Binomial Distribution
Neighborhood
Norm
Open Ball
Open Balls and Open Sets
Open Balls Are Open Sets
Open Set
Open Set and Interior
Orientation
Paired Student’s T-test
Partial Derivative
Partition of Unity
Pearson’s Correlation Coefficient
Pointwise Continuity
Poisson Distribution
Preimage
Probability Density Function
Probability Distribution
Probability Mass Function
Probability Measure
Random Variable
Rank of a Matrix
Rank of a Vector-Valued Function
Rank Theorem
README
Relationship between metric and norm
Repeated Measures ANOVA Test
Sequence
Sequence lemma
Sequential Compactness
Set Closure
Shapiro-Wilk
Sigma Algebra
Spearman’s Rank Correlation
Statistical Tests
Student’s T-test
Tangent Space
Tangent Vectors as Derivations
The Relationship Between Topological and Measurable Spaces
Topological Continuous Function
Topological Cover
Topological Manifold
Topological Neighborhood
Topological Open Set
Topological Set Closure
Topological Space
Topological Space Induced by the Metric Space
Topology
Uniqueness of Coordinates
Uniqueness of the Limit
Variance and Standard Deviation of a Random Variable
Vector Field
Vector Fields as Derivations
Vector Space
Wilcoxon Signed-Rank Test
References
[object Object]
[object Object]
[object Object]
A comprehensive introduction do differential geometry
A geometric approach to differential forms
A Short Introduction to Metric Spaces
An introduction to differentiable manifolds and riemannian geometry
An introduction to machine learning
An introduction to manifolds
An introduction to riemannian geometry
An introduction to statistical learning
Beginning function analysis
Book of Proof
Citation Needed
Introduction to algorithms for data mining and machine learning
Introduction to Graph Theory
Introduction to Mathematical Philosophy
Introduction to topology
Machine Learning Mastery
Measure Theory
Naive Set Theory
Number Theory
Partial Differential Equations in Action
Philosophy of Mathematics
Principles of econometrics
Probability and statistics
README
Real Analysis and Probability
Tao, T. -- An epsilon of room-pages from year three of a mathematical blog.pdf
The algorithm design manual
The data science design manual
The elements of statistical learning
The general linear model 20/21
The matrix cookbook
The Pleasures of Probability
Theories of Integration: the Integrals of Riemann, Lebesgue, Henstock-Kurzweil, and McShane, S. in Real Analysis
Time series analysis and its applications
Topology, Manifolds and Differential Geometry
Changelog
Complete Space
countable basis
MOC - Functional Analysis
MOC - Topology
Probability Theory
README
Statistics
The Statistical Tests Table
Home
❯
tags
❯
Tag: definition
Tag: definition
116 items with this tag.
Apr 23, 2024
Open Balls Are Open Sets
result/theorem
geometry/topology
definition
Apr 23, 2024
Open Set
definition
geometry/topology
Apr 23, 2024
Orientation
definition
Apr 23, 2024
Partial Derivative
definition
analysis
Apr 23, 2024
Partition of Unity
geometry/topology
definition
Apr 23, 2024
Pointwise Continuity
result/theorem
definition
Apr 23, 2024
Poisson Distribution
definition
theory/probability
statistics
Apr 23, 2024
Preimage
analysis/functional
definition
Apr 23, 2024
Probability Density Function
definition
theory/probability
Apr 23, 2024
Probability Distribution
definition
theory/probability
Apr 23, 2024
Bernoulli Distribution
definition
theory/probability
statistics
Apr 23, 2024
Binomial Distribution
definition
theory/probability
statistics
Apr 23, 2024
Exponential Distribution
definition
theory/probability
statistics
Apr 23, 2024
Gamma Distribution
definition
theory/probability
statistics
Apr 23, 2024
Probability Mass Function
definition
theory/probability
Apr 23, 2024
Probability Measure
definition
theory/probability
Apr 23, 2024
Random Variable
definition
theory/probability
Apr 23, 2024
Rank of a Vector-Valued Function
geometry/LinearAlgebra
analysis
definition
Apr 23, 2024
Relationship between metric and norm
geometry/topology
geometry/LinearAlgebra
result/proposition
definition
Apr 23, 2024
Sequence
definition
Apr 23, 2024
Sequential Compactness
definition
geometry/topology
Apr 23, 2024
Sigma Algebra
definition
Apr 23, 2024
Tangent Space
geometry/differential
definition
Apr 23, 2024
Topological Continuous Function
definition
geometry/topology
analysis/functional
Apr 23, 2024
Topological Cover
definition
geometry/topology
Apr 23, 2024
Topological Manifold
geometry/topology
definition
Apr 23, 2024
Topological Neighborhood
definition
geometry/topology
Apr 23, 2024
Topological Open Set
definition
geometry/topology
set
Apr 23, 2024
Topological Set Closure
definition
geometry/topology
set
Apr 23, 2024
Topological Space
definition
geometry/topology
geometry/space
Apr 23, 2024
Topology
definition
geometry/topology
Apr 23, 2024
Variance and Standard Deviation of a Random Variable
definition
theory/probability
remark
statistics
Apr 23, 2024
Vector Field
geometry/LinearAlgebra
definition
Apr 23, 2024
Vector Space
definition
geometry/LinearAlgebra
geometry/space
geometry/differential
Apr 23, 2024
Compatability of Coordinates
geometry/differential
definition
Apr 23, 2024
Complete Metric Space
definition
geometry/topology
geometry/space
Apr 23, 2024
Conditional Probability
theory/probability
definition
Apr 23, 2024
Connected Topological Space
geometry/topology
definition
Apr 23, 2024
Continous Differentiability
analysis
definition
Apr 23, 2024
Continuous Function
definition
geometry/topology
analysis/functional
Apr 23, 2024
Convergence of a Sequence in terms of Open Sets
definition
geometry/topology
Apr 23, 2024
Convergence of a Sequence in terms of a Metric
geometry/topology
definition
Apr 23, 2024
Coordinate Neighborhood
geometry/topology
geometry/differential
definition
Apr 23, 2024
Correlation of Random Variables
statistics
theory/probability
definition
Apr 23, 2024
Cotangent Space
geometry/LinearAlgebra
geometry/differential
definition
Apr 23, 2024
Countably Additive Function
definition
Apr 23, 2024
Covariance of Random Variables
statistics
theory/probability
definition
Apr 23, 2024
Covector Field
geometry/LinearAlgebra
geometry/differential
definition
Apr 23, 2024
Cover
geometry/topology
definition
Apr 23, 2024
Curve
analysis
definition
Apr 23, 2024
Density
geometry/topology
definition
Apr 23, 2024
Derivation
geometry/LinearAlgebra
analysis
definition
Apr 23, 2024
Diffeomorphism
analysis/functional
definition
Apr 23, 2024
Differentiable Manifold
geometry/differential
definition
Apr 23, 2024
Differentiable
analysis
definition
Apr 23, 2024
Differential Forms
definition
geometry/differential
Apr 23, 2024
Differentiation Of Differental Forms
geometry/differential
definition
Apr 23, 2024
Directional Derivative
analysis
geometry/LinearAlgebra
definition
Apr 23, 2024
Dual Space
definition
geometry/linearAlgebra
Apr 23, 2024
Entropy
definition
theory/probability
theory/information
Apr 23, 2024
Euclidean Space
geometry/LinearAlgebra
definition
Apr 23, 2024
Euclidean Tangent Space
geometry/LinearAlgebra
definition
Apr 23, 2024
Expected Value of a Random Variable
definition
theory/probability
statistics
Apr 23, 2024
First Variation
definition
analysis/variational
Apr 23, 2024
Hausdorff Space
definition
geometry/space
Apr 23, 2024
Hausdorff Topological Space
geometry/topology
definition
Apr 23, 2024
Hilbert Space
definition
geometry/space
Apr 23, 2024
Homeomorphism
geometry/topology
definition
Apr 23, 2024
Inner Product
definition
geometry/space
Apr 23, 2024
Interior Point and Interior of a Set
geometry/topology
definition
Apr 23, 2024
Interior of a Set
definition
geometry/topology
set
Apr 23, 2024
Isometric Spaces
definition
geometry/topology
Apr 23, 2024
Jacobian Matrix
analysis/functional
definition
Apr 23, 2024
Lebesgue Integral
definition
theory/measure
Apr 23, 2024
Lebesgue Measure
definition
theory/measure
analysis
Apr 23, 2024
Limit of a Sequence
definition
Apr 23, 2024
Local Minimum
definition
analysis/variational
Apr 23, 2024
Locally Euclidean
geometry/topology
definition
Apr 23, 2024
Lp Norm
definition
analysis/functional
Apr 23, 2024
Measurable Function
definition
theory/measure
Apr 23, 2024
Measure Space
definition
theory/probability
theory/measure
Apr 23, 2024
Measure
definition
theory/probability
theory/measure
Apr 23, 2024
Metric Neighborhood
definition
axiom
Apr 23, 2024
Metric Open Set
definition
geometry/topology
Apr 23, 2024
Metric Set Closure
definition
geometry/topology
set
Apr 23, 2024
Metric Space
definition
geometry/topology
geometry/space
Apr 23, 2024
Metric
definition
geometry/topology
Apr 23, 2024
Metrical Continuous Function
definition
geometry/topology
analysis/functional
Apr 23, 2024
Metrizable Topological Space
geometry/topology
definition
Apr 23, 2024
Moment Generating Function
definition
theory/probability
Apr 23, 2024
N-form
geometry/differential
definition
Apr 23, 2024
Negative Binomial Distribution
statistics
theory/probability
definition
Apr 23, 2024
Neighborhood
geometry/topology
definition
Apr 23, 2024
Norm
definition
geometry/space
Apr 23, 2024
Open Ball
definition
geometry/topology
Apr 23, 2024
1-form
geometry/differential
definition
Apr 23, 2024
Abstract Measure
definition
analysis
Apr 23, 2024
Accumulation Point
definition
geometry/topology
Apr 23, 2024
Accumulation Points and Closed Sets
result/theorem
geometry/topology
definition
Apr 23, 2024
Atlas
geometry/topology
definition
Apr 23, 2024
Banach Space
definition
geometry/space
Apr 23, 2024
Basis for Topology
geometry/topology
definition
Apr 23, 2024
Borel Sigma Algebra
definition
analysis
Apr 23, 2024
Boundary of a Set
definition
geometry/topology
set
Apr 23, 2024
Bounded Set
definition
geometry/topology
Apr 23, 2024
Cauchy Sequence
definition
geometry/topology
Apr 23, 2024
Closed Set
definition
geometry/topology
Apr 23, 2024
Closure of a Set
geometry/topology
definition
Apr 23, 2024
Compact Set
definition
geometry/topology
Apr 23, 2024
Compact Topological Space
geometry/topology
definition
Apr 23, 2024
Independent Random Variables
theory/probability
definition
statistics
Apr 23, 2024
Integration Of Differential Forms
definition
geometry/differential
Apr 23, 2024
Log-Normal Distribution
definition
theory/probability
Apr 23, 2024
Multiplication Of 1-Forms
geometry/differential
definition
Apr 23, 2024
Normal Distribution
definition
theory/probability
statistics
Apr 23, 2024
$\chi^2$ Distribution
theory/probability
definition
statistics