| = Math Expressions |
| :page-children: scalar-math, vector-math, variables, matrix-math, vectorization, term-vectors, statistics, probability-distributions, simulations, time-series, regression, numerical-analysis, curve-fitting, dsp, machine-learning, computational-geometry |
| |
| // 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. |
| |
| The Streaming Expression library includes a powerful |
| mathematical programing syntax with many of the features of a |
| functional programming language. The syntax includes variables, |
| data structures and a growing set of mathematical functions. |
| |
| This user guide provides an overview of the different areas of |
| mathematical coverage starting with basic scalar math and |
| ending with machine learning. Along the way the guide covers variables |
| and data structures and techniques for combining Solr's |
| powerful streams with mathematical functions to make every |
| record in your Solr Cloud cluster computable. |
| |
| *<<scalar-math.adoc#scalar-math,Scalar Math>>*: The functions that apply to scalar numbers. |
| |
| *<<vector-math.adoc#vector-math,Vector Math>>*: Vector math expressions and vector manipulation. |
| |
| *<<variables.adoc#variables,Variables and Caching>>*: Assigning and caching variables. |
| |
| *<<matrix-math.adoc#matrix-math,Matrix Math>>*: Matrix creation, manipulation, and matrix math. |
| |
| *<<vectorization.adoc#vectorization,Streams and Vectorization>>*: Retrieving streams and vectorizing numeric and lat/lon location fields. |
| |
| *<<term-vectors.adoc#term-vectors,Text Analysis and Term Vectors>>*: Using math expressions for text analysis and TF-IDF term vectors. |
| |
| *<<statistics.adoc#statistics,Statistics>>*: Statistical functions in math expressions. |
| |
| *<<probability-distributions.adoc#probability-distributions,Probability>>*: Mathematical models of probability. |
| |
| *<<simulations.adoc#simulations,Monte Carlo Simulations>>*: Performing uncorrelated and correlated Monte Carlo simulations. |
| |
| *<<regression.adoc#regression,Linear Regression>>*: Simple and multivariate linear regression. |
| |
| *<<numerical-analysis.adoc#numerical-analysis,Interpolation, Derivatives and Integrals>>*: Numerical analysis math expressions. |
| |
| *<<dsp.adoc#dsp,Digital Signal Processing>>*: Functions commonly used with digital signal processing. |
| |
| *<<curve-fitting.adoc#curve-fitting,Curve Fitting>>*: Polynomial, Harmonic and Gaussian curve fitting. |
| |
| *<<time-series.adoc#time-series,Time Series>>*: Aggregation, smoothing and differencing of time series. |
| |
| *<<machine-learning.adoc#machine-learning,Machine Learning>>*: Functions used in machine learning. |
| |
| *<<computational-geometry.adoc#computational-geometry,Computational Geometry>>*: Convex Hulls and Enclosing Disks. |
| |
