4f75512036063f707ac077a22bc028c81edfef27,starry/kepler.py,System,draw,#System#,1123

Before Change


            raise ValueError("Please call `solve()` first.")

        // Number of coefficients
        bodies = [
            body
            for body in [self._primary] + list(self._secondaries)
            if body.map.ydeg > 0
        ]
        N = np.sum([body.map.Ny - 1 for body in bodies])

        // Fast multivariate sampling using the Cholesky factorization
        u = math.cast(np.random.randn(N))

After Change


        // Fast multivariate sampling using the Cholesky factorization
        yhat, cho_ycov = self._solution
        u = math.cast(np.random.randn(N))
        x = yhat + math.dot(cho_ycov, u)

        // Set all the map vectors
        n = 0
        for body in self._solved_bodies:
            inds = slice(n, n + body.map.Ny)
            body.map.amp = x[inds][0]
            body.map[1:, :] = x[inds][1:] / body.map.amp
            n += body.map.Ny

    def lnlike(self, *, design_matrix=None, t=None, woodbury=True):
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 7

Instances


Project Name: rodluger/starry
Commit Name: 4f75512036063f707ac077a22bc028c81edfef27
Time: 2019-12-17
Author: rodluger@gmail.com
File Name: starry/kepler.py
Class Name: System
Method Name: draw


Project Name: layumi/Person_reID_baseline_pytorch
Commit Name: e9d5373461b0a037716722a461cb12416aa5d1bc
Time: 2018-01-01
Author: zzheng@joo-ml1-dev.j.cinglevue.com
File Name: evaluate.py
Class Name:
Method Name: evaluate


Project Name: uber/pyro
Commit Name: cce694178ae66b3a84623d517ffdf0c1bb32ba27
Time: 2020-05-11
Author: fehiepsi@gmail.com
File Name: pyro/infer/mcmc/hmc.py
Class Name: HMC
Method Name: _kinetic_energy


Project Name: scikit-learn/scikit-learn
Commit Name: f685547f801b13afc0874ed348e3a46600113136
Time: 2020-06-17
Author: alexhenrie24@gmail.com
File Name: sklearn/neural_network/_multilayer_perceptron.py
Class Name: BaseMultilayerPerceptron
Method Name: _backprop