internal ITrainingSession ExtractSession(string serialized, double eval)
{
var networkGenes = JsonConvert.DeserializeObject<NeuralNetworkGene>(serialized);
var network = NeuralNetworkFactory.GetInstance().Create(networkGenes);
var session = new FakeTrainingSession(network, eval);
return session;
}
public async Task<ITrainingSession> GetBestSessionAsync()
{
var result = await ParseCloud.CallFunctionAsync<ParseObject>("bestNetwork", new Dictionary<string, object> { { "networkVersion", _networkVersion } });
var networkGenes = JsonConvert.DeserializeObject<NeuralNetworkGene>((string)result["jsonNetwork"]);
var network = NeuralNetworkFactory.GetInstance().Create(networkGenes);
var session = new FakeTrainingSession(network, (double)result["eval"]);
return session;
}
internal ITrainingSession ExtractSession(string serialized, double eval)
{
var networkGenes = JsonConvert.DeserializeObject <NeuralNetworkGene>(serialized);
var network = NeuralNetworkFactory.GetInstance().Create(networkGenes);
var session = new FakeTrainingSession(network, eval);
return(session);
}
public async Task <ITrainingSession> GetBestSessionAsync()
{
var result = await ParseCloud.CallFunctionAsync <ParseObject>("bestNetwork", new Dictionary <string, object> {
{ "networkVersion", _networkVersion }
});
var networkGenes = JsonConvert.DeserializeObject <NeuralNetworkGene>((string)result["jsonNetwork"]);
var network = NeuralNetworkFactory.GetInstance().Create(networkGenes);
var session = new FakeTrainingSession(network, (double)result["eval"]);
return(session);
}
public ITrainingSession GetBestSession()
{
using (var client = new HttpClient())
{
// Replace this with the API key for the web service
client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", _apiKey);
var networkEndpoint = _baseUrl + "/network/" + _networkVersion;
var response = client.GetAsync(networkEndpoint).Result;
var responseObj = response.Content.ReadAsAsync <NodeJsMessage>().Result;
if (responseObj == null)
{
return(null);
}
var networkGenes = JsonConvert.DeserializeObject <NeuralNetworkGene>(responseObj.networkGenes);
var network = NeuralNetworkFactory.GetInstance().Create(networkGenes);
var session = new FakeTrainingSession(network, responseObj.eval);
return(session);
}
}
public async Task<ITrainingSession> GetBestSessionAsync()
{
using (var client = new HttpClient())
{
// Replace this with the API key for the web service
client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", _apiKey);
var networkEndpoint = _baseUrl + "/network/" + _networkVersion;
var response = await client.GetAsync(networkEndpoint);
var responseObj = await response.Content.ReadAsAsync<NodeJsMessage>();
if (responseObj == null)
{
return null;
}
var networkGenes = JsonConvert.DeserializeObject<NeuralNetworkGene>(responseObj.networkGenes);
var network = NeuralNetworkFactory.GetInstance().Create(networkGenes);
var session = new FakeTrainingSession(network, responseObj.eval);
return session;
}
}
