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Howdy, I'm Yifan Shen

👨‍💻 I am one of the Core ML Tools developers starting from 2023.

👨‍💻 I was a PyTorch intern in summber 2022, worked on nested tensor

👨‍🎓 I was a quantum chemistry Ph. D. until fall 2022, worked to empower quantum chemistry with machine learning.

🔭 Looking forward to make the world more computable:

  • For large models that can only live on cloud currently, let's compress them and deploy to edge devices!
  • For humongous challenges posted by nature and physical laws, that can't even live on cloud, let's develop some more efficient algorithms!

Yifan' GitHub stats GitHub Streak

Yifan Shen's Projects

coremltools icon coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

cpp-library icon cpp-library

Command line argument parser & basic templates & operator overloads etc.

diabatz icon diabatz

Global diabatization of ab initio wave functions by machine learning schemes

executorch icon executorch

End-to-end solution for enabling on-device AI across mobile and edge devices for PyTorch models

foptim icon foptim

Fortran nonlinear optimization library with C++ frontend

fortran-library icon fortran-library

Mathematical & chemical routines e.g. nonlinear optimization etc. with c++ & python frontend

hop icon hop

Surface hopping with diabatic potential energy matrix

mc icon mc

Monte Carlo simulation package for canonical ensembles

mcsmd icon mcsmd

Multi-centred semiclassical Moyal dynamics

multidimdvr icon multidimdvr

Multi-dimensional DVR solver for cartesian coordinates.

nadvibs icon nadvibs

Nonadiabatic vibrational spectrum simulation package

onedimdvr icon onedimdvr

Numerically solve the time dependent schrodinger equation by discrete variable representation method

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tool-collection icon tool-collection

Collection of useful tools in my research like data visualization etc.

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