/** * * @return the percentage of none zero elements as a decimal percent. * @since 2.2 */ public double getSparsity() { return (double)entries.size()/(double)getDimension(); }
/** * Build a resized vector, for use with append. * * @param v Original vector. * @param resize Amount to add. */ protected OpenMapRealVector(OpenMapRealVector v, int resize) { virtualSize = v.getDimension() + resize; entries = new OpenIntToDoubleHashMap(v.entries); epsilon = v.epsilon; }
/** * Copy constructor. * * @param v Instance to copy from. */ public OpenMapRealVector(OpenMapRealVector v) { virtualSize = v.getDimension(); entries = new OpenIntToDoubleHashMap(v.getEntries()); epsilon = v.epsilon; }
/** {@inheritDoc} */ @Override public OpenMapRealVector ebeDivide(RealVector v) throws DimensionMismatchException { checkVectorDimensions(v.getDimension()); OpenMapRealVector res = new OpenMapRealVector(this); /* * MATH-803: it is not sufficient to loop through non zero entries of * this only. Indeed, if this[i] = 0d and v[i] = 0d, then * this[i] / v[i] = NaN, and not 0d. */ final int n = getDimension(); for (int i = 0; i < n; i++) { res.setEntry(i, this.getEntry(i) / v.getEntry(i)); } return res; }
/** * Optimized method to append a OpenMapRealVector. * @param v vector to append * @return The result of appending {@code v} to self */ public OpenMapRealVector append(OpenMapRealVector v) { OpenMapRealVector res = new OpenMapRealVector(this, v.getDimension()); Iterator iter = v.entries.iterator(); while (iter.hasNext()) { iter.advance(); res.setEntry(iter.key() + virtualSize, iter.value()); } return res; }
/** * Optimized method to subtract OpenMapRealVectors. * * @param v Vector to subtract from {@code this}. * @return the difference of {@code this} and {@code v}. * @throws DimensionMismatchException if the dimensions do not match. */ public OpenMapRealVector subtract(OpenMapRealVector v) throws DimensionMismatchException { checkVectorDimensions(v.getDimension()); OpenMapRealVector res = copy(); Iterator iter = v.getEntries().iterator(); while (iter.hasNext()) { iter.advance(); int key = iter.key(); if (entries.containsKey(key)) { res.setEntry(key, entries.get(key) - iter.value()); } else { res.setEntry(key, -iter.value()); } } return res; }
/** * Optimized method to compute distance. * * @param v Vector to compute distance to. * @return the distance from {@code this} and {@code v}. * @throws DimensionMismatchException if the dimensions do not match. */ public double getDistance(OpenMapRealVector v) throws DimensionMismatchException { checkVectorDimensions(v.getDimension()); Iterator iter = entries.iterator(); double res = 0; while (iter.hasNext()) { iter.advance(); int key = iter.key(); double delta; delta = iter.value() - v.getEntry(key); res += delta * delta; } iter = v.getEntries().iterator(); while (iter.hasNext()) { iter.advance(); int key = iter.key(); if (!entries.containsKey(key)) { final double value = iter.value(); res += value * value; } } return FastMath.sqrt(res); }
/** * Optimized method to add two OpenMapRealVectors. * It copies the larger vector, then iterates over the smaller. * * @param v Vector to add. * @return the sum of {@code this} and {@code v}. * @throws DimensionMismatchException if the dimensions do not match. */ public OpenMapRealVector add(OpenMapRealVector v) throws DimensionMismatchException { checkVectorDimensions(v.getDimension()); boolean copyThis = entries.size() > v.entries.size(); OpenMapRealVector res = copyThis ? this.copy() : v.copy(); Iterator iter = copyThis ? v.entries.iterator() : entries.iterator(); OpenIntToDoubleHashMap randomAccess = copyThis ? entries : v.entries; while (iter.hasNext()) { iter.advance(); int key = iter.key(); if (randomAccess.containsKey(key)) { res.setEntry(key, randomAccess.get(key) + iter.value()); } else { res.setEntry(key, iter.value()); } } return res; }
/** * Optimized method to compute LInfDistance. * * @param v Vector to compute distance from. * @return the LInfDistance. * @throws DimensionMismatchException if the dimensions do not match. */ private double getLInfDistance(OpenMapRealVector v) throws DimensionMismatchException { checkVectorDimensions(v.getDimension()); double max = 0; Iterator iter = entries.iterator(); while (iter.hasNext()) { iter.advance(); double delta = FastMath.abs(iter.value() - v.getEntry(iter.key())); if (delta > max) { max = delta; } } iter = v.getEntries().iterator(); while (iter.hasNext()) { iter.advance(); int key = iter.key(); if (!entries.containsKey(key) && iter.value() > max) { max = iter.value(); } } return max; }
checkVectorDimensions(v.getDimension()); double max = 0; Iterator iter = entries.iterator();
/** * Build a resized vector, for use with append. * * @param v Original vector. * @param resize Amount to add. */ protected OpenMapRealVector(OpenMapRealVector v, int resize) { virtualSize = v.getDimension() + resize; entries = new OpenIntToDoubleHashMap(v.entries); epsilon = v.epsilon; }
/** * Build a resized vector, for use with append. * * @param v Original vector. * @param resize Amount to add. */ protected OpenMapRealVector(OpenMapRealVector v, int resize) { virtualSize = v.getDimension() + resize; entries = new OpenIntToDoubleHashMap(v.entries); epsilon = v.epsilon; }
/** * * @return the percentage of none zero elements as a decimal percent. * @since 2.2 */ public double getSparsity() { return (double)entries.size()/(double)getDimension(); }
/** * * @return the percentage of none zero elements as a decimal percent. * @since 2.2 */ public double getSparsity() { return (double)entries.size()/(double)getDimension(); }
/** * Copy constructor. * * @param v Instance to copy from. */ public OpenMapRealVector(OpenMapRealVector v) { virtualSize = v.getDimension(); entries = new OpenIntToDoubleHashMap(v.getEntries()); epsilon = v.epsilon; }
/** * Copy constructor. * * @param v Instance to copy from. */ public OpenMapRealVector(OpenMapRealVector v) { virtualSize = v.getDimension(); entries = new OpenIntToDoubleHashMap(v.getEntries()); epsilon = v.epsilon; }
/** {@inheritDoc} */ @Override public OpenMapRealVector ebeDivide(RealVector v) throws DimensionMismatchException { checkVectorDimensions(v.getDimension()); OpenMapRealVector res = new OpenMapRealVector(this); /* * MATH-803: it is not sufficient to loop through non zero entries of * this only. Indeed, if this[i] = 0d and v[i] = 0d, then * this[i] / v[i] = NaN, and not 0d. */ final int n = getDimension(); for (int i = 0; i < n; i++) { res.setEntry(i, this.getEntry(i) / v.getEntry(i)); } return res; }
/** {@inheritDoc} */ @Override public OpenMapRealVector ebeDivide(RealVector v) throws DimensionMismatchException { checkVectorDimensions(v.getDimension()); OpenMapRealVector res = new OpenMapRealVector(this); /* * MATH-803: it is not sufficient to loop through non zero entries of * this only. Indeed, if this[i] = 0d and v[i] = 0d, then * this[i] / v[i] = NaN, and not 0d. */ final int n = getDimension(); for (int i = 0; i < n; i++) { res.setEntry(i, this.getEntry(i) / v.getEntry(i)); } return res; }
/** * Optimized method to append a OpenMapRealVector. * @param v vector to append * @return The result of appending {@code v} to self */ public OpenMapRealVector append(OpenMapRealVector v) { OpenMapRealVector res = new OpenMapRealVector(this, v.getDimension()); Iterator iter = v.entries.iterator(); while (iter.hasNext()) { iter.advance(); res.setEntry(iter.key() + virtualSize, iter.value()); } return res; }
/** * Optimized method to append a OpenMapRealVector. * @param v vector to append * @return The result of appending {@code v} to self */ public OpenMapRealVector append(OpenMapRealVector v) { OpenMapRealVector res = new OpenMapRealVector(this, v.getDimension()); Iterator iter = v.entries.iterator(); while (iter.hasNext()) { iter.advance(); res.setEntry(iter.key() + virtualSize, iter.value()); } return res; }