Skip to content
View Yoska393's full-sized avatar
🎸
Focusing
🎸
Focusing
1 follower · 5 following
  • University of Tokyo / AgroParisTech
  • Paris

Block or report Yoska393

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Yoska393/README.md

👋 Hi, I'm Hayato

🎓 I’m a PhD Student at The University of Tokyo in Biostatistics.
🧪 I work on statistical & computational methods for life sciences, especially omics.
✉️ Contact: yoshioka [at] biomet [dot] org

  • 🔭 Current focus: multi-omics modeling
  • 🐍 Languages: R, Python
  • 📈 Stats: Mixed model, Multivariate modeling, Machine Learning

Recent works

  • 🚀 Twostep: Nonlinear and mixed models for intermediate omics
  • 📐 rrda: Ridge Redundancy Analysis for high-dimensional omics data
  • 🌿 SoyPlantMicro: Machine Learning for Plant-Microbe Interactions

Pinned Loading

  1. rrda rrda Public

    Ridge redundancy analysis (rrda) — An R package for high-dimensional multivariate modeling with ridge penalty and rank restraint, ideal for omics data. Includes model fitting, cross-validation, and…

    HTML 3 1

  2. Twostep Twostep Public

    The source code for the Simulation and application in the "Integration of Proxy Intermediate Omics traits into a Nonlinear Two-Step model for accurate phenotypic prediction"

    R 1

  3. ShapPlantMicro ShapPlantMicro Public

    Shapley Additive exPlanations (SHAP) for plant-microbe interactions

    1

  4. ReciprocalBLUP ReciprocalBLUP Public

    Reciprocal BLUP for multi-omics data: integrating genome, metabolome, and microbiome in soybean