Python predict Examples

Example #1

File: trend.py Project: antoine-tran/pyksc

    def predict(self, X):

        X = np.asanyarray(X)[:, :self.num_steps]
        X = np.asanyarray(X, dtype=np.float64, order='C')
        
        P = _trend.predict(X, self.R, self.labels, self.num_labels, self.gamma)
        
        return P.argmax(axis=1)

Example #2

    def predict(self, X):

        X = np.asanyarray(X)[:, :self.num_steps]
        X = np.asanyarray(X, dtype=np.float64, order='C')

        P = _trend.predict(X, self.R, self.labels, self.num_labels, self.gamma)

        return P.argmax(axis=1)

Example #3

File: trend.py Project: antoine-tran/pyksc

    def predict_proba(self, X):
        
        X = np.asanyarray(X)[:, :self.num_steps]
        X = np.asanyarray(X, dtype=np.float64, order='C')
        
        P = _trend.predict(X, self.R, self.labels, self.num_labels, self.gamma)
        P = ((P.T / P.sum(axis=1)).T)

        return P

Example #4

    def predict_proba(self, X):

        X = np.asanyarray(X)[:, :self.num_steps]
        X = np.asanyarray(X, dtype=np.float64, order='C')

        P = _trend.predict(X, self.R, self.labels, self.num_labels, self.gamma)
        P = ((P.T / P.sum(axis=1)).T)

        return P