Nikitas Rontsis

icon indicating an email [email protected]

icon company Isomorphic Labs icon location London, UK icon location 🔬 Senior Research Engineer @ Isomorphic Labs 🧬 — 🎓 PhD from Oxford University in Optimization and ML

Results 67 comments of Nikitas Rontsis

ML hyperparameters?

Hey, thanks for your interest and sorry for the delay in replying. Yes it is research code, but you can definitely do that. As a matter of fact, in a...

ML hyperparameters?

The code is now updated and includes the PPO case (see [these lines](https://github.com/oxfordcontrol/Bayesian-Optimization/blob/GPflow-based/test_functions/benchmark_functions.py#L65-L134)). You could run it like this: ``` python run.py --function=RoboschoolHopper-v1 --noise=1e-6. ``` The paper is under a...

False positive for missing-kwoa (E1125) on inherited dataclasses with kw_only=True

+1

Conversion to SOCP limits performance of ECOS

I suppose using a [pivoted cholesky](https://docs.julialang.org/en/v1/stdlib/LinearAlgebra/#LinearAlgebra.CholeskyPivoted) or adding a "small" identity matrix to the matrix under factorisation would be two ways to attempt to solve non-strictly convex problems. [This answer...

Openbabel package name conflict

Hey all, I opened a PR to modernize the setup, essentially to address this > the current setup is considered legacy and needs to be updated. https://github.com/pharmai/plip/pull/182 there, I specified...

CI workflow for pypi wheels

Thanks @JarrettSJohnson, happy with either approach.

auto members of IntEnum cannot be annotated as int (false-positive)

+1