| = Streaming Expressions and Math Expressions |
| :page-children: visualization, math-start, loading, search-sample, transform, scalar-math, vector-math, variables, matrix-math, term-vectors, probability-distributions, statistics, regression, curve-fitting, time-series, numerical-analysis, dsp, simulations, machine-learning, graph, computational-geometry, logs |
| :page-show-toc: false |
| |
| // Licensed to the Apache Software Foundation (ASF) under one |
| // or more contributor license agreements. See the NOTICE file |
| // distributed with this work for additional information |
| // regarding copyright ownership. The ASF licenses this file |
| // to you under the Apache License, Version 2.0 (the |
| // "License"); you may not use this file except in compliance |
| // with the License. You may obtain a copy of the License at |
| // |
| // http://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, |
| // software distributed under the License is distributed on an |
| // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| // KIND, either express or implied. See the License for the |
| // specific language governing permissions and limitations |
| // under the License. |
| |
| == A Visual Guide |
| |
| image::images/math-expressions/searchiris.png[] |
| |
| == Table of Contents |
| |
| *<<visualization.adoc#,Visualizations>>*: Gallery of streaming expression and math expression visualizations. |
| |
| *<<math-start.adoc#,Getting Started>>*: Getting started with streaming expressions, math expressions, and visualization. |
| |
| *<<loading.adoc#,Data Loading>>*: Visualizing, transforming and loading CSV files. |
| |
| *<<search-sample.adoc#,Searching, Sampling and Aggregation>>*: Searching, sampling, aggregation and visualization of result sets. |
| |
| *<<transform.adoc#,Transforming Data>>*: Transforming and filtering result sets. |
| |
| *<<scalar-math.adoc#,Scalar Math>>*: Math functions and visualization applied to numbers. |
| |
| *<<vector-math.adoc#,Vector Math>>*: Vector math, manipulation and visualization. |
| |
| *<<variables.adoc#, Variables and Vectorization>>*: Vectorizing result sets and assigning and visualizing variables. |
| |
| *<<matrix-math.adoc#,Matrix Math>>*: Matrix math, manipulation and visualization. |
| |
| *<<term-vectors.adoc#,Text Analysis and Term Vectors>>*: Text analysis and TF-IDF term vectors. |
| |
| *<<probability-distributions.adoc#,Probability>>*: Continuous and discrete probability distribution functions. |
| |
| *<<statistics.adoc#,Statistics>>*: Descriptive statistics, histograms, percentiles, correlation, inference tests and other stats functions. |
| |
| *<<regression.adoc#,Linear Regression>>*: Simple and multivariate linear regression. |
| |
| *<<curve-fitting.adoc#,Curve Fitting>>*: Polynomial, harmonic and Gaussian curve fitting. |
| |
| *<<time-series.adoc#,Time Series>>*: Time series aggregation, visualization, smoothing, differencing, anomaly detection and forecasting. |
| |
| *<<numerical-analysis.adoc#,Interpolation and Numerical Calculus>>*: Interpolation, derivatives and integrals. |
| |
| *<<dsp.adoc#,Signal Processing>>*: Convolution, cross-correlation, autocorrelation and fast Fourier transforms. |
| |
| *<<simulations.adoc#,Simulations>>*: Monte Carlo simulations and random walks |
| |
| *<<machine-learning.adoc#,Machine Learning>>*: Distance, KNN, DBSCAN, K-means, fuzzy K-means and other ML functions. |
| |
| *<<graph.adoc#,Graph>>*: Bipartite graphs, in-degree centrality, graph recommenders, temporal graphs and event correlation. |
| |
| *<<computational-geometry.adoc#,Computational Geometry>>*: Convex Hulls and Enclosing Disks. |
| |
| *<<logs.adoc#,Appendix A>>*: Solr log analytics and visualization. |
