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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2026 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // Copyright (C) 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, // // 2007, 2008, 2009, 2010, 2014, 2015, 2022 by Peter Spirtes, Richard // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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package edu.cmu.tetradapp.editor; import edu.cmu.tetrad.graph.Edge; import edu.cmu.tetrad.graph.EdgeShading; import edu.cmu.tetrad.graph.Edges; import edu.cmu.tetrad.graph.Graph; import edu.cmu.tetrad.graph.Node; import edu.cmu.tetrad.graph.SemGraph; import edu.cmu.tetrad.sem.ISemIm; import edu.cmu.tetrad.sem.ParamTyp...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/// //////////////////////////////////////////////////////////////////////////// // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // // and Richard Scheines. // // //...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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package edu.cmu.tetrad.sem; import edu.cmu.tetrad.util.TetradSerializable; import java.io.Serial; import java.util.Collections; import java.util.List; /** * Result of k-fold cross-validation performed by NNEstimator#crossValidate(int). * * <p>Contains: * <ul> * <li>Per-node OOS metrics in {@link #nodeSummarie...
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/// //////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, //...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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package edu.cmu.tetradapp.editor; import edu.cmu.tetrad.data.*; import edu.cmu.tetrad.graph.Node; import java.lang.reflect.Method; import java.util.ArrayList; import java.util.List; /** * Headless regression test for the Descriptive Statistics fixes. Builds an * Auto-MPG-like dataset: continuous columns with NaN m...
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/* * Copyright (C) 2009 The Android Open Source Project * * Licensed 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...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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package edu.cmu.tetrad.algcomparison.score; import edu.cmu.tetrad.annotation.General; import edu.cmu.tetrad.annotation.Mixed; import edu.cmu.tetrad.data.DataModel; import edu.cmu.tetrad.data.DataSet; import edu.cmu.tetrad.data.DataTransforms; import edu.cmu.tetrad.data.DataType; import edu.cmu.tetrad.graph.Node; impor...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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package edu.cmu.tetrad.search; import edu.cmu.tetrad.graph.*; import edu.cmu.tetrad.util.NaturalSort; import org.junit.Test; import java.util.*; import static org.junit.Assert.*; /** * Sanity checks for AdjustmentMultiple: */ public class RecursiveAdjustmentMultipleTest { /** * Constructor for the Recur...
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Java
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package edu.cmu.tetradapp.editor; import edu.cmu.tetrad.graph.Edge; import edu.cmu.tetrad.graph.EdgeListGraph; import edu.cmu.tetrad.graph.Graph; import edu.cmu.tetrad.hybridcg.HybridCgEdgeStrengths; import edu.cmu.tetrad.hybridcg.HybridCgEdgeStrengths.Kind; import edu.cmu.tetrad.hybridcg.HybridCgModel.HybridCgIm; imp...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/// //////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, //...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/// //////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, //...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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Java
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/*- * #%L * Fiji distribution of ImageJ for the life sciences. * %% * Copyright (C) 2010 - 2026 Fiji developers. * %% * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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// v1: New regression helper for the adjustment effect estimator. // v1: Purpose: (1) OLS least squares solve + predict, (2) logistic regression via IRLS. // v1: Uses EJML 0.44.0 SimpleMatrix. // v1: No p-values, no significance graph; just stable numeric fits. package edu.cmu.tetrad.regression.v1; import edu.cmu.tet...
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import libsvm.*; import java.io.*; import java.util.*; class svm_train { private svm_parameter param; // set by parse_command_line private svm_problem prob; // set by read_problem private svm_model model; private String input_file_name; // set by parse_command_line private String model_file_name; // set by pa...
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Java
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/// //////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, //...
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/// //////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, //...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...
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Java
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/////////////////////////////////////////////////////////////////////////////// // For information as to what this class does, see the Javadoc, below. // // // // Copyright (C) 2025 by Joseph Ramsey, Peter Spirtes, Clark Glymour, // ...