CurveFitterLibraries
Classes and methods for fitting growth curves
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This class represents growth data for one strain. More...
Classes | |
struct | GrowthRateInUse |
The growth rate currently fit for this guy More... | |
struct | MaximumGrowthRate |
Public Member Functions | |
void | SetHandPicked () |
Indicate that the data fit has been manually selected. More... | |
double | HoursTillODReached (double ODValue) |
Uses the parameters from the exponential fit to determine when a specific Y value is reached. More... | |
string | __repr__ () |
override string | ToString () |
void | RecreateFitAfterChange () |
GrowthCurve (string name, DateTime[] timeValues, double[] odvalues) | |
void | FitData () |
Function fits data, should be called everytime the fit changes More... | |
void | CallOutliers () |
void | GetResiduals (bool JustFittedValues, out List< double > Times, out List< double > Residuals) |
void | SetFittedRangeFromIndexes (List< int > Indexes) |
void | SetFittedRange (int startindex, int endindex) |
void | SetFittedODRange (double startOD, double endOD, bool ODMustIncrease=true) |
Naive implementation, currently just goes from the value above the OD value and then grabs it while it is increasing More... | |
void | SetFittedODRangeFromPercent (double startOD, double PercentOfMaxOD) |
void | ChangeODPoint (double xval, double yval) |
Attempts to fit or unfit a point that is selected by it's x,y value More... | |
void | RemoveFirstPointAsBlank () |
void | RemoveSecondPointAsBlank () |
void | RemoveAverageOfFirstThreePointsAsBlank () |
void | RemoveBlank (double Blank) |
void | OutputDebugFile (string Fname) |
void | CreateGrowthDataList (DateTime[] Times, double[] ODs) |
void | OnPropertyChange (PropertyChangedEventArgs e) |
Public Attributes | |
bool | SuspendRefit = false |
Indicates that the curve should not notify of events or attempt to refit data More... | |
const double | BAD_DATA_VALUE = -999 |
Some constants related to the values. More... | |
const bool | USE_EXPONENTIAL_FITTING = true |
const double | DEFAULTOD_MAX = 0.18 |
const double | DEFAULT_MAX_GROWTH_RATE = 10000 |
LinearFit | LinFit |
ExponentialFit | ExpFit |
OffSetExponentialFit | OffSetExp |
GroupFitter | GroupFit |
MixtureErrorModelClass | MixtureErrorModel |
QuadraticLinearRegression | QuadModel |
LogisticModel | LogisticModel |
MaximumGrowthRate | MaxGrowthRate |
DateTime | BaseTime |
Start time of OD readings. More... | |
int | TransferNumber |
string | Population |
int | ExpID |
dynamic | FreeSpace |
double[] | SlopeChange |
Holds the doubling time between each pair of points, poorly named variable More... | |
double[] | XvaluesForSlope |
bool | ValidDataSet |
Determines if the data is valid for fitting or not. More... | |
Properties | |
List< GrowthDataPoint > | DataPoints [get] |
Just in case it wasn't clear that this class is inherited from a list, this returns itself More... | |
double | GroupFitGrowthRate [get] |
double | GroupFitInitPop [get] |
GrowthRateInUse | GrowthRate [get, set] |
List< FitPoint > | FittedValues [get] |
List< FitPoint > | FittedLogValues [get] |
List< FitPoint > | FittedResidualValues [get] |
double | HighestODValue [get] |
string | DataSetName [get, set] |
Name of the dataset (usually a well name). More... | |
List< FitPoint > | SlopeValues [get] |
bool | LinearModelFitted [get] |
bool | ExpModelFitted [get] |
double[] | ODValues [get] |
double[] | TimeValues_As_Double [get] |
Time in hours since the start of the collecting More... | |
DateTime[] | Times [get] |
double[] | LogODValues [get] |
double[] | OutlierXValues [get] |
double[] | OutlierYValues [get] |
double[] | FittedXValues [get] |
double[] | FittedLogYValues [get] |
double[] | FittedYValues [get] |
Events | |
PropertyChangedEventHandler | PropertyChanged |
This class represents growth data for one strain.
GrowthCurveLibrary.GrowthCurve.GrowthCurve | ( | string | name, |
DateTime[] | timeValues, | ||
double[] | odvalues | ||
) |
string GrowthCurveLibrary.GrowthCurve.__repr__ | ( | ) |
void GrowthCurveLibrary.GrowthCurve.CallOutliers | ( | ) |
void GrowthCurveLibrary.GrowthCurve.ChangeODPoint | ( | double | xval, |
double | yval | ||
) |
Attempts to fit or unfit a point that is selected by it's x,y value
xval | Time as Double in Hours |
yval | Log OD |
void GrowthCurveLibrary.GrowthCurve.CreateGrowthDataList | ( | DateTime[] | Times, |
double[] | ODs | ||
) |
void GrowthCurveLibrary.GrowthCurve.FitData | ( | ) |
Function fits data, should be called everytime the fit changes
void GrowthCurveLibrary.GrowthCurve.GetResiduals | ( | bool | JustFittedValues, |
out List< double > | Times, | ||
out List< double > | Residuals | ||
) |
double GrowthCurveLibrary.GrowthCurve.HoursTillODReached | ( | double | ODValue | ) |
Uses the parameters from the exponential fit to determine when a specific Y value is reached.
ODValue |
void GrowthCurveLibrary.GrowthCurve.OnPropertyChange | ( | PropertyChangedEventArgs | e | ) |
void GrowthCurveLibrary.GrowthCurve.OutputDebugFile | ( | string | Fname | ) |
void GrowthCurveLibrary.GrowthCurve.RecreateFitAfterChange | ( | ) |
void GrowthCurveLibrary.GrowthCurve.RemoveAverageOfFirstThreePointsAsBlank | ( | ) |
void GrowthCurveLibrary.GrowthCurve.RemoveBlank | ( | double | Blank | ) |
void GrowthCurveLibrary.GrowthCurve.RemoveFirstPointAsBlank | ( | ) |
void GrowthCurveLibrary.GrowthCurve.RemoveSecondPointAsBlank | ( | ) |
void GrowthCurveLibrary.GrowthCurve.SetFittedODRange | ( | double | startOD, |
double | endOD, | ||
bool | ODMustIncrease = true |
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) |
Naive implementation, currently just goes from the value above the OD value and then grabs it while it is increasing
startOD | |
minOD |
void GrowthCurveLibrary.GrowthCurve.SetFittedODRangeFromPercent | ( | double | startOD, |
double | PercentOfMaxOD | ||
) |
void GrowthCurveLibrary.GrowthCurve.SetFittedRange | ( | int | startindex, |
int | endindex | ||
) |
void GrowthCurveLibrary.GrowthCurve.SetFittedRangeFromIndexes | ( | List< int > | Indexes | ) |
void GrowthCurveLibrary.GrowthCurve.SetHandPicked | ( | ) |
Indicate that the data fit has been manually selected.
override string GrowthCurveLibrary.GrowthCurve.ToString | ( | ) |
const double GrowthCurveLibrary.GrowthCurve.BAD_DATA_VALUE = -999 |
Some constants related to the values.
DateTime GrowthCurveLibrary.GrowthCurve.BaseTime |
Start time of OD readings.
const double GrowthCurveLibrary.GrowthCurve.DEFAULT_MAX_GROWTH_RATE = 10000 |
const double GrowthCurveLibrary.GrowthCurve.DEFAULTOD_MAX = 0.18 |
ExponentialFit GrowthCurveLibrary.GrowthCurve.ExpFit |
int GrowthCurveLibrary.GrowthCurve.ExpID |
dynamic GrowthCurveLibrary.GrowthCurve.FreeSpace |
GroupFitter GrowthCurveLibrary.GrowthCurve.GroupFit |
LinearFit GrowthCurveLibrary.GrowthCurve.LinFit |
LogisticModel GrowthCurveLibrary.GrowthCurve.LogisticModel |
MaximumGrowthRate GrowthCurveLibrary.GrowthCurve.MaxGrowthRate |
MixtureErrorModelClass GrowthCurveLibrary.GrowthCurve.MixtureErrorModel |
OffSetExponentialFit GrowthCurveLibrary.GrowthCurve.OffSetExp |
string GrowthCurveLibrary.GrowthCurve.Population |
QuadraticLinearRegression GrowthCurveLibrary.GrowthCurve.QuadModel |
double [] GrowthCurveLibrary.GrowthCurve.SlopeChange |
Holds the doubling time between each pair of points, poorly named variable
bool GrowthCurveLibrary.GrowthCurve.SuspendRefit = false |
Indicates that the curve should not notify of events or attempt to refit data
int GrowthCurveLibrary.GrowthCurve.TransferNumber |
const bool GrowthCurveLibrary.GrowthCurve.USE_EXPONENTIAL_FITTING = true |
bool GrowthCurveLibrary.GrowthCurve.ValidDataSet |
Determines if the data is valid for fitting or not.
double [] GrowthCurveLibrary.GrowthCurve.XvaluesForSlope |
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Just in case it wasn't clear that this class is inherited from a list, this returns itself
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Name of the dataset (usually a well name).
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Time in hours since the start of the collecting
PropertyChangedEventHandler GrowthCurveLibrary.GrowthCurve.PropertyChanged |