Ryosuke Yoneda
Community@yonesuke · Tokyo
Ph.D. in Informatics from Kyoto University.
Agent Skills by Ryosuke Yoneda
Showing 9 vetted skills indexed across 1 GitHub repositories.
yonesukeoption-pricing
Price European and exotic options and compute Greeks via automatic differentiation in Python with JAX.
yonesukedeveloping-flax-models
Build, train, and manage Flax NNX neural networks with state handling.
yonesukeuv
Automate Python project setup, dependency management, and tool installation via CLI.
yonesukemhc
Constrain Transformer residual updates with doubly stochastic matrices via Sinkhorn normalization.
yonesukeJAX
Compute gradients and compile Python functions with JAX transformations.
yonesukepolars
Process large tabular datasets in Python using Polars lazy and eager APIs.
yonesukeinterpolation
Interpolate 1D and 2D data using SciPy and Interpax.
yonesukelinear-solver
Solve Ax=b linear systems with NumPy, JAX, PyTorch, and Lineax backends.
yonesuketraining-mlps
Trains configurable MLPs with Flax NNX for classification and regression tasks.