public RlmStats GetStatistics()
{
RlmStats retVal = null;
using (RlmDbEntities db = new RlmDbEntities(DatabaseName))
{
retVal = RlmUtils.GetRNetworkStatistics(db, CurrentNetworkID);
}
return(retVal);
}
public int GetTotalSimulationInSeconds()
{
int retVal = 0;
using (RlmDbEntities db = new RlmDbEntities(DatabaseName))
{
retVal = RlmUtils.GetTotalSimulationInSeconds(db, CurrentNetworkID);
}
return(retVal);
}
public IEnumerable <Case> GetCases(long sessionId, int?skip = null, int?take = null)
{
IEnumerable <Case> retVal = null;
using (RlmDbEntities db = new RlmDbEntities(DatabaseName))
{
retVal = RlmUtils.GetCases(db, sessionId, skip, take);
}
return(retVal);
}
public IEnumerable <RlmSessionSummary> GetSessionSummary(int groupBy, bool descending = false)
{
IEnumerable <RlmSessionSummary> retVal = null;
using (RlmDbEntities db = new RlmDbEntities(DatabaseName))
{
retVal = RlmUtils.GetSessionSummary(db, CurrentNetworkID, groupBy, descending);
}
return(retVal);
}
public IEnumerable <Session> GetSessions(int?skip = null, int?take = null, bool descending = false)
{
IEnumerable <Session> retVal = null;
using (RlmDbEntities db = new RlmDbEntities(DatabaseName))
{
retVal = RlmUtils.GetSessions(db, CurrentNetworkID, skip, take, descending);
}
return(retVal);
}
public double GetVariance(int top)
{
double retVal = 0D;
if (SessionCount > 0)
{
using (RlmDbEntities db = new RlmDbEntities(DatabaseName))
{
RlmUtils.GetVariance(db, CurrentNetworkID, top);
}
}
return(retVal);
}
public void ResetNetwork()
{
if (CurrentNetworkID < 0)
{
throw new Exception("Cannot reset a non existing network. You must create or load a network first.");
}
using (RlmDbEntities db = new RlmDbEntities(DatabaseName))
{
RlmUtils.ResetTrainingData(db, CurrentNetworkID);
}
// recreates network from scratch
// TODO don't know if we need this later on when resetting the network. Just creating new one since we are dropping entire DB
//NewNetwork(CurrentNetworkName, Inputs.ToList(), Outputs.ToList());
}