Nick

Closes #42

tuple index out of range

1

To reproduce: ```cpp #!/usr/bin/env python3 import numpy from deepod.models.time_series.dif import DeepIsolationForestTS arr = numpy.empty(shape=(3, 3)) arr.fill(1.0) dif = DeepIsolationForestTS(device=None) dif.fit(arr) ``` Error message: ``` Traceback (most recent call last): File...

Interval cosine function broken

4

Code to reproduce: ``` #include using boost::numeric::interval; using namespace boost::numeric::interval_lib; int main() { auto x = cos(interval(2.3)); return 0; } ``` Error message: ``` g++-7 -Wall -Wextra -Wfatal-errors -fext-numeric-literals main.cpp...

SGP sometimes creates too-coarse approximation of the input data. Reading through the documentation, I cannot find a way to trade runtime for accuracy. Maybe increase `n_start` or `n_inducing`, or switch...

SGP Gradients unsupported

1

Visualization of the function returned from SGP indicates that this model of the data is indeed differentiable. However, the `.gradient` method is not defined: ```python sgp = SGP() sgp.set_training_values(xs, ys)...

OOB access in RMTB

1

To reproduce: ```python #!/usr/bin/env python3 from math import pi as π import numpy as np from smt.surrogate_models import RMTB def generate_sine_surface_data(samples=10, dimension=2): training_points = np.full(shape=(samples, dimension), fill_value=np.nan) training_values = np.full(shape=samples,...

More information about *why* a wheel is not supported on a given platform

14

### What's the problem this feature will solve? I maintain a set of wheel files with Python extension modules. Hence the binaries are Python version intolerant, OS version intolerant, and...

Gradients with respect to struct fields?

2

In `Zygote.jl`, we can take the gradient with respect to all fields of a struct `foo` passed through a function `bar` via ```julia g = Zygote.gradient(f -> bar(f), foo) ```...

Need an adjoint for constructor for Zygote compatibility

2

I'm trying to use Zygote with Unitful. If I use standard units like m, s and m/s, everything works: ```julia using Zygote using Unitful # Works: struct Foo x::Number t::Number...

According to [NIST](https://physics.nist.gov/cuu/Constants/bibliography.html), CODATA 2022 is available: > The values of the constants provided at this site are recommended for international use by [CODATA](https://physics.nist.gov/cuu/Constants/international.html) and are the latest available. Termed...