From e4e75efe77c168786f79c07341dadf4657fe2fe7 Mon Sep 17 00:00:00 2001 From: sherstpasha Date: Sun, 21 Apr 2024 21:57:02 +0700 Subject: [PATCH] . --- README.rst | 10 +- docs/.buildinfo | 2 +- docs/.doctrees/environment.pickle | Bin 2427577 -> 2414314 bytes docs/.doctrees/index.doctree | Bin 53104 -> 55638 bytes docs/.doctrees/modules/base.doctree | Bin 111172 -> 110523 bytes docs/.doctrees/modules/benchmarks.doctree | Bin 116731 -> 115851 bytes docs/.doctrees/modules/classifiers.doctree | Bin 124723 -> 124039 bytes docs/.doctrees/modules/index.doctree | Bin 2899 -> 2888 bytes docs/.doctrees/modules/optimizers.doctree | Bin 497816 -> 497431 bytes docs/.doctrees/modules/regressors.doctree | Bin 75673 -> 75250 bytes .../modules/utils/crossovers.doctree | Bin 259111 -> 258726 bytes docs/.doctrees/modules/utils/index.doctree | Bin 2911 -> 2900 bytes .../.doctrees/modules/utils/mutations.doctree | Bin 219061 -> 218720 bytes docs/.doctrees/modules/utils/random.doctree | Bin 79011 -> 78714 bytes .../modules/utils/selections.doctree | Bin 48138 -> 48039 bytes .../modules/utils/transformations.doctree | Bin 155751 -> 155366 bytes docs/.doctrees/references.doctree | Bin 2435 -> 2424 bytes docs/_sources/index.rst.txt | 26 +-- docs/_static/basic.css | 2 +- docs/_static/doctools.js | 2 +- docs/_static/language_data.js | 4 +- docs/_static/searchtools.js | 165 +++++++----------- docs/genindex.html | 2 +- docs/index.html | 32 ++-- docs/modules/base.html | 2 +- docs/modules/benchmarks.html | 2 +- docs/modules/classifiers.html | 8 +- docs/modules/index.html | 2 +- docs/modules/optimizers.html | 2 +- docs/modules/regressors.html | 6 +- docs/modules/utils/crossovers.html | 2 +- docs/modules/utils/index.html | 2 +- docs/modules/utils/mutations.html | 2 +- docs/modules/utils/random.html | 2 +- docs/modules/utils/selections.html | 2 +- docs/modules/utils/transformations.html | 2 +- docs/py-modindex.html | 2 +- docs/references.html | 2 +- docs/search.html | 2 +- docs/searchindex.js | 2 +- docs/source/index.rst | 10 +- 41 files changed, 126 insertions(+), 171 deletions(-) diff --git a/README.rst b/README.rst index aed0418..75d3e1b 100644 --- a/README.rst +++ b/README.rst @@ -99,10 +99,10 @@ Examples Notebooks on how to use ``thefittest``: -- `Solving binary and real-valued optimization problems with a genetic algorithm; `_ -- `Solving real-valued optimization problems with a differential evolution; `_ -- `Symbolic regression problems solving using genetic programming algorithm; `_ -- `Neural network training using evolutionary algorithms for regression and classification problems; `_ -- `Optimization of neural network structure using genetic programming; `_ +- `Solving Binary and Real-Valued Optimization Problems with Genetic Algorithms;; `_ +- `Solving Real-Valued Optimization Problems with Differential Evolution; `_ +- `Solving Symbolic Regression Problems Using Genetic Programming Algorithms; `_ +- `Training Neural Networks Using Evolutionary Algorithms for Regression and Classification Problems; `_ +- `Optimizing Neural Network Structure Using Genetic Programming; `_ If some notebooks are too big to display, you can use `NBviewer `_. \ No newline at end of file diff --git a/docs/.buildinfo b/docs/.buildinfo index c7e2fb2..7f1e37d 100644 --- a/docs/.buildinfo +++ b/docs/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. 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b/docs/_sources/index.rst.txt index 52cd586..a9f6f57 100644 --- a/docs/_sources/index.rst.txt +++ b/docs/_sources/index.rst.txt @@ -37,15 +37,15 @@ Installation Dependencies ------------ -thefittest requires: +``thefittest`` requires: -- python (>=3.7,<3.12); -- numpy; -- numba; -- scipy. +- `Python (>=3.7,<3.12) `_, +- `NumPy `_, +- `Numba `_; +- `Scipy `_. -The package contains methods ----------------------------- +``thefittest`` contains methods +------------------------------- - **Genetic algorithm** (Holland, J. H. (1992). Genetic algorithms. Scientific American, 267(1), 66-72): @@ -79,13 +79,13 @@ Benchmarks Examples -------- -Notebooks on how to use thefittest: +Notebooks on how to use ``thefittest``: -- `Solving binary and real-valued optimization problems with a genetic algorithm; `_ -- `Solving real-valued optimization problems with a differential evolution; `_ -- `Symbolic regression problems solving using genetic programming algorithm; `_ -- `Neural network training using evolutionary algorithms for regression and classification problems; `_ -- `Optimization of neural network structure using genetic programming; `_ +- `Solving Binary and Real-Valued Optimization Problems with Genetic Algorithms; `_ +- `Solving Real-Valued Optimization Problems with Differential Evolution; `_ +- `Solving Symbolic Regression Problems Using Genetic Programming Algorithms; `_ +- `Training Neural Networks Using Evolutionary Algorithms for Regression and Classification Problems; `_ +- `Optimizing Neural Network Structure Using Genetic Programming; `_ If some notebooks are too big to display, you can use `NBviewer `_. diff --git a/docs/_static/basic.css b/docs/_static/basic.css index f316efc..30fee9d 100644 --- a/docs/_static/basic.css +++ b/docs/_static/basic.css @@ -4,7 +4,7 @@ * * Sphinx stylesheet -- basic theme. * - * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ diff --git a/docs/_static/doctools.js b/docs/_static/doctools.js index 4d67807..d06a71d 100644 --- a/docs/_static/doctools.js +++ b/docs/_static/doctools.js @@ -4,7 +4,7 @@ * * Base JavaScript utilities for all Sphinx HTML documentation. * - * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ diff --git a/docs/_static/language_data.js b/docs/_static/language_data.js index 367b8ed..250f566 100644 --- a/docs/_static/language_data.js +++ b/docs/_static/language_data.js @@ -5,7 +5,7 @@ * This script contains the language-specific data used by searchtools.js, * namely the list of stopwords, stemmer, scorer and splitter. * - * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ @@ -13,7 +13,7 @@ var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; -/* Non-minified version is copied as a separate JS file, if available */ +/* Non-minified version is copied as a separate JS file, is available */ /** * Porter Stemmer diff --git a/docs/_static/searchtools.js b/docs/_static/searchtools.js index 92da3f8..7918c3f 100644 --- a/docs/_static/searchtools.js +++ b/docs/_static/searchtools.js @@ -4,7 +4,7 @@ * * Sphinx JavaScript utilities for the full-text search. * - * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ @@ -99,7 +99,7 @@ const _displayItem = (item, searchTerms, highlightTerms) => { .then((data) => { if (data) listItem.appendChild( - Search.makeSearchSummary(data, searchTerms, anchor) + Search.makeSearchSummary(data, searchTerms) ); // highlight search terms in the summary if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js @@ -116,8 +116,8 @@ const _finishSearch = (resultCount) => { ); else Search.status.innerText = _( - "Search finished, found ${resultCount} page(s) matching the search query." - ).replace('${resultCount}', resultCount); + `Search finished, found ${resultCount} page(s) matching the search query.` + ); }; const _displayNextItem = ( results, @@ -137,22 +137,6 @@ const _displayNextItem = ( // search finished, update title and status message else _finishSearch(resultCount); }; -// Helper function used by query() to order search results. -// Each input is an array of [docname, title, anchor, descr, score, filename]. -// Order the results by score (in opposite order of appearance, since the -// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically. -const _orderResultsByScoreThenName = (a, b) => { - const leftScore = a[4]; - const rightScore = b[4]; - if (leftScore === rightScore) { - // same score: sort alphabetically - const leftTitle = a[1].toLowerCase(); - const rightTitle = b[1].toLowerCase(); - if (leftTitle === rightTitle) return 0; - return leftTitle > rightTitle ? -1 : 1; // inverted is intentional - } - return leftScore > rightScore ? 1 : -1; -}; /** * Default splitQuery function. Can be overridden in ``sphinx.search`` with a @@ -176,26 +160,13 @@ const Search = { _queued_query: null, _pulse_status: -1, - htmlToText: (htmlString, anchor) => { + htmlToText: (htmlString) => { const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); - for (const removalQuery of [".headerlinks", "script", "style"]) { - htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() }); - } - if (anchor) { - const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`); - if (anchorContent) return anchorContent.textContent; - - console.warn( - `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.` - ); - } - - // if anchor not specified or not found, fall back to main content + htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() }); const docContent = htmlElement.querySelector('[role="main"]'); - if (docContent) return docContent.textContent; - + if (docContent !== undefined) return docContent.textContent; console.warn( - "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template." + "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template." ); return ""; }, @@ -268,7 +239,16 @@ const Search = { else Search.deferQuery(query); }, - _parseQuery: (query) => { + /** + * execute search (requires search index to be loaded) + */ + query: (query) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + const allTitles = Search._index.alltitles; + const indexEntries = Search._index.indexentries; + // stem the search terms and add them to the correct list const stemmer = new Stemmer(); const searchTerms = new Set(); @@ -304,32 +284,16 @@ const Search = { // console.info("required: ", [...searchTerms]); // console.info("excluded: ", [...excludedTerms]); - return [query, searchTerms, excludedTerms, highlightTerms, objectTerms]; - }, - - /** - * execute search (requires search index to be loaded) - */ - _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => { - const filenames = Search._index.filenames; - const docNames = Search._index.docnames; - const titles = Search._index.titles; - const allTitles = Search._index.alltitles; - const indexEntries = Search._index.indexentries; - - // Collect multiple result groups to be sorted separately and then ordered. - // Each is an array of [docname, title, anchor, descr, score, filename]. - const normalResults = []; - const nonMainIndexResults = []; - + // array of [docname, title, anchor, descr, score, filename] + let results = []; _removeChildren(document.getElementById("search-progress")); - const queryLower = query.toLowerCase().trim(); + const queryLower = query.toLowerCase(); for (const [title, foundTitles] of Object.entries(allTitles)) { - if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) { + if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) { for (const [file, id] of foundTitles) { let score = Math.round(100 * queryLower.length / title.length) - normalResults.push([ + results.push([ docNames[file], titles[file] !== title ? `${titles[file]} > ${title}` : title, id !== null ? "#" + id : "", @@ -344,47 +308,46 @@ const Search = { // search for explicit entries in index directives for (const [entry, foundEntries] of Object.entries(indexEntries)) { if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) { - for (const [file, id, isMain] of foundEntries) { - const score = Math.round(100 * queryLower.length / entry.length); - const result = [ + for (const [file, id] of foundEntries) { + let score = Math.round(100 * queryLower.length / entry.length) + results.push([ docNames[file], titles[file], id ? "#" + id : "", null, score, filenames[file], - ]; - if (isMain) { - normalResults.push(result); - } else { - nonMainIndexResults.push(result); - } + ]); } } } // lookup as object objectTerms.forEach((term) => - normalResults.push(...Search.performObjectSearch(term, objectTerms)) + results.push(...Search.performObjectSearch(term, objectTerms)) ); // lookup as search terms in fulltext - normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms)); + results.push(...Search.performTermsSearch(searchTerms, excludedTerms)); // let the scorer override scores with a custom scoring function - if (Scorer.score) { - normalResults.forEach((item) => (item[4] = Scorer.score(item))); - nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item))); - } - - // Sort each group of results by score and then alphabetically by name. - normalResults.sort(_orderResultsByScoreThenName); - nonMainIndexResults.sort(_orderResultsByScoreThenName); - - // Combine the result groups in (reverse) order. - // Non-main index entries are typically arbitrary cross-references, - // so display them after other results. - let results = [...nonMainIndexResults, ...normalResults]; + if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item))); + + // now sort the results by score (in opposite order of appearance, since the + // display function below uses pop() to retrieve items) and then + // alphabetically + results.sort((a, b) => { + const leftScore = a[4]; + const rightScore = b[4]; + if (leftScore === rightScore) { + // same score: sort alphabetically + const leftTitle = a[1].toLowerCase(); + const rightTitle = b[1].toLowerCase(); + if (leftTitle === rightTitle) return 0; + return leftTitle > rightTitle ? -1 : 1; // inverted is intentional + } + return leftScore > rightScore ? 1 : -1; + }); // remove duplicate search results // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept @@ -398,12 +361,7 @@ const Search = { return acc; }, []); - return results.reverse(); - }, - - query: (query) => { - const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query); - const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms); + results = results.reverse(); // for debugging //Search.lastresults = results.slice(); // a copy @@ -508,18 +466,14 @@ const Search = { // add support for partial matches if (word.length > 2) { const escapedWord = _escapeRegExp(word); - if (!terms.hasOwnProperty(word)) { - Object.keys(terms).forEach((term) => { - if (term.match(escapedWord)) - arr.push({ files: terms[term], score: Scorer.partialTerm }); - }); - } - if (!titleTerms.hasOwnProperty(word)) { - Object.keys(titleTerms).forEach((term) => { - if (term.match(escapedWord)) - arr.push({ files: titleTerms[term], score: Scorer.partialTitle }); - }); - } + Object.keys(terms).forEach((term) => { + if (term.match(escapedWord) && !terms[word]) + arr.push({ files: terms[term], score: Scorer.partialTerm }); + }); + Object.keys(titleTerms).forEach((term) => { + if (term.match(escapedWord) && !titleTerms[word]) + arr.push({ files: titleTerms[word], score: Scorer.partialTitle }); + }); } // no match but word was a required one @@ -542,8 +496,9 @@ const Search = { // create the mapping files.forEach((file) => { - if (!fileMap.has(file)) fileMap.set(file, [word]); - else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word); + if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1) + fileMap.get(file).push(word); + else fileMap.set(file, [word]); }); }); @@ -594,8 +549,8 @@ const Search = { * search summary for a given text. keywords is a list * of stemmed words. */ - makeSearchSummary: (htmlText, keywords, anchor) => { - const text = Search.htmlToText(htmlText, anchor); + makeSearchSummary: (htmlText, keywords) => { + const text = Search.htmlToText(htmlText); if (text === "") return null; const textLower = text.toLowerCase(); diff --git a/docs/genindex.html b/docs/genindex.html index 3812a32..9bd9993 100644 --- a/docs/genindex.html +++ b/docs/genindex.html @@ -15,7 +15,7 @@ - + diff --git a/docs/index.html b/docs/index.html index b9f13d5..1773d2e 100644 --- a/docs/index.html +++ b/docs/index.html @@ -16,7 +16,7 @@ - + @@ -101,16 +101,16 @@

Installation

Dependencies

-

thefittest requires:

+

thefittest requires:

-
-

The package contains methods

+
+

thefittest contains methods

Benchmarks

    -
  • CEC2005 (`Suganthan, Ponnuthurai & Hansen, Nikolaus & Liang, Jing & Deb, Kalyan & Chen, Ying-ping & Auger, Anne & Tiwari, Santosh. (2005). Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization. Natural Computing. 341-357`_);

  • +
  • CEC2005 (`Suganthan, Ponnuthurai & Hansen, Nikolaus & Liang, Jing & Deb, Kalyan & Chen, Ying-ping & Auger, Anne & Tiwari, Santosh. (2005). Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization. Natural Computing. 341-357`_);

  • Symbolicregression17. 17 test regression problem from the paper (Semenkin, Eugene & Semenkina, Maria. (2012). Self-configuring genetic programming algorithm with modified uniform crossover. 1-6.).

  • Iris (Fisher,R. A.. (1988). Iris. UCI Machine Learning Repository.);

  • Wine (Aeberhard,Stefan and Forina,M.. (1991). Wine. UCI Machine Learning Repository.);

  • @@ -148,13 +148,13 @@

    Benchmarks

    Examples

    -

    Notebooks on how to use thefittest:

    +

    Notebooks on how to use thefittest:

    If some notebooks are too big to display, you can use NBviewer.

    Contents:

    diff --git a/docs/modules/base.html b/docs/modules/base.html index fcd1bf8..5cdef8d 100644 --- a/docs/modules/base.html +++ b/docs/modules/base.html @@ -16,7 +16,7 @@ - + diff --git a/docs/modules/benchmarks.html b/docs/modules/benchmarks.html index a90b068..1dc93b0 100644 --- a/docs/modules/benchmarks.html +++ b/docs/modules/benchmarks.html @@ -16,7 +16,7 @@ - + diff --git a/docs/modules/classifiers.html b/docs/modules/classifiers.html index 0198036..2204e19 100644 --- a/docs/modules/classifiers.html +++ b/docs/modules/classifiers.html @@ -16,7 +16,7 @@ - + @@ -175,7 +175,7 @@ existing request. This allows you to change the request for some parameters and not others.

    -

    Added in version 1.3.

    +

    New in version 1.3.

    Note

    @@ -278,7 +278,7 @@ existing request. This allows you to change the request for some parameters and not others.

    -

    Added in version 1.3.

    +

    New in version 1.3.

    Note

    @@ -375,7 +375,7 @@ existing request. This allows you to change the request for some parameters and not others.

    -

    Added in version 1.3.

    +

    New in version 1.3.

    Note

    diff --git a/docs/modules/index.html b/docs/modules/index.html index 4ed3cf4..605bb72 100644 --- a/docs/modules/index.html +++ b/docs/modules/index.html @@ -16,7 +16,7 @@ - + diff --git a/docs/modules/optimizers.html b/docs/modules/optimizers.html index cf08663..ed0b203 100644 --- a/docs/modules/optimizers.html +++ b/docs/modules/optimizers.html @@ -16,7 +16,7 @@ - + diff --git a/docs/modules/regressors.html b/docs/modules/regressors.html index d104973..3110ac7 100644 --- a/docs/modules/regressors.html +++ b/docs/modules/regressors.html @@ -16,7 +16,7 @@ - + @@ -165,7 +165,7 @@ existing request. This allows you to change the request for some parameters and not others.

    -

    Added in version 1.3.

    +

    New in version 1.3.

    Note

    @@ -254,7 +254,7 @@ existing request. This allows you to change the request for some parameters and not others.

    -

    Added in version 1.3.

    +

    New in version 1.3.

    Note

    diff --git a/docs/modules/utils/crossovers.html b/docs/modules/utils/crossovers.html index eef8a58..b69b790 100644 --- a/docs/modules/utils/crossovers.html +++ b/docs/modules/utils/crossovers.html @@ -16,7 +16,7 @@ - + diff --git a/docs/modules/utils/index.html b/docs/modules/utils/index.html index beff860..bac1813 100644 --- a/docs/modules/utils/index.html +++ b/docs/modules/utils/index.html @@ -16,7 +16,7 @@ - + diff --git a/docs/modules/utils/mutations.html b/docs/modules/utils/mutations.html index b676353..4f97367 100644 --- a/docs/modules/utils/mutations.html +++ b/docs/modules/utils/mutations.html @@ -16,7 +16,7 @@ - + diff --git a/docs/modules/utils/random.html b/docs/modules/utils/random.html index dbf10f0..6bdc4ff 100644 --- a/docs/modules/utils/random.html +++ b/docs/modules/utils/random.html @@ -16,7 +16,7 @@ - + diff --git a/docs/modules/utils/selections.html b/docs/modules/utils/selections.html index fb9dd21..c34c943 100644 --- a/docs/modules/utils/selections.html +++ b/docs/modules/utils/selections.html @@ -16,7 +16,7 @@ - + diff --git a/docs/modules/utils/transformations.html b/docs/modules/utils/transformations.html index 9450d11..79b90f4 100644 --- a/docs/modules/utils/transformations.html +++ b/docs/modules/utils/transformations.html @@ -16,7 +16,7 @@ - + diff --git a/docs/py-modindex.html b/docs/py-modindex.html index 48ed69d..7d79b39 100644 --- a/docs/py-modindex.html +++ b/docs/py-modindex.html @@ -15,7 +15,7 @@ - + diff --git a/docs/references.html b/docs/references.html index cc404c0..3b86c45 100644 --- a/docs/references.html +++ b/docs/references.html @@ -16,7 +16,7 @@ - + diff --git a/docs/search.html b/docs/search.html index 36db9b4..4bccb57 100644 --- a/docs/search.html +++ b/docs/search.html @@ -16,7 +16,7 @@ - + diff --git a/docs/searchindex.js b/docs/searchindex.js index 9480b3a..a7d80be 100644 --- a/docs/searchindex.js +++ b/docs/searchindex.js @@ -1 +1 @@ -Search.setIndex({"alltitles": {"Benchmarks": [[0, "benchmarks"]], 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"get_num_variables() (thefittest.utils.transformations.samplinggrid method)": [[12, "thefittest.utils.transformations.SamplingGrid.get_num_variables"]], "get_right_border() (thefittest.utils.transformations.samplinggrid method)": [[12, "thefittest.utils.transformations.SamplingGrid.get_right_border"]], "gray_to_bit() (thefittest.utils.transformations.graycode static method)": [[12, "thefittest.utils.transformations.GrayCode.gray_to_bit"]], "int_to_bit() (thefittest.utils.transformations.samplinggrid static method)": [[12, "thefittest.utils.transformations.SamplingGrid.int_to_bit"]], "inverse_transform() (thefittest.utils.transformations.samplinggrid method)": [[12, "thefittest.utils.transformations.SamplingGrid.inverse_transform"]], "minmax_scale() (in module thefittest.utils.transformations)": [[12, "thefittest.utils.transformations.minmax_scale"]], "thefittest.utils.transformations": [[12, "module-thefittest.utils.transformations"]], "transform() (thefittest.utils.transformations.samplinggrid method)": [[12, "thefittest.utils.transformations.SamplingGrid.transform"]]}}) \ No newline at end of file diff --git a/docs/source/index.rst b/docs/source/index.rst index fed7457..a9f6f57 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -81,11 +81,11 @@ Examples Notebooks on how to use ``thefittest``: -- `Solving binary and real-valued optimization problems with a genetic algorithm; `_ -- `Solving real-valued optimization problems with a differential evolution; `_ -- `Symbolic regression problems solving using genetic programming algorithm; `_ -- `Neural network training using evolutionary algorithms for regression and classification problems; `_ -- `Optimization of neural network structure using genetic programming; `_ +- `Solving Binary and Real-Valued Optimization Problems with Genetic Algorithms; `_ +- `Solving Real-Valued Optimization Problems with Differential Evolution; `_ +- `Solving Symbolic Regression Problems Using Genetic Programming Algorithms; `_ +- `Training Neural Networks Using Evolutionary Algorithms for Regression and Classification Problems; `_ +- `Optimizing Neural Network Structure Using Genetic Programming; `_ If some notebooks are too big to display, you can use `NBviewer `_.