def generate_model(request):
model = TrainedModel("sat-example", "stanford-model")
try: # Checks if the model has already been created
model.get()
return HttpResponse("Model already exists.")
except:
model.insert("sat-example/dataset.csv")
return HttpResponse("Model created.")
def index(request):
result = ''
if request.method == 'POST':
form = CollegeForm(request.POST)
if form.is_valid():
sat = form.cleaned_data['SAT']
gpa = float(form.cleaned_data['GPA'])
others = form.cleaned_data['others']
m = TrainedModel("sat-example", "stanford-model")
result = m.predict([sat, gpa, others])['outputLabel']
else:
form = CollegeForm()
return render(request, 'index.html', {
'form':form,
'result':result,
})