YifanShenSZ/coreai-models
Model export recipes, Python primitives, and Swift runtime utilities for on-device AI
Core AI | ex PyTorch
Model export recipes, Python primitives, and Swift runtime utilities for on-device AI
Mathematical & chemical routines e.g. nonlinear optimization etc. with c++ & python frontend
Bridges PyTorch and Core AI. Convert existing models to Core AI IR, or author new ones from PyTorch via composite ops, custom op lowerings, and inline Metal GPU kernels.
A library for PyTorch model compression and optimizations for deployment via Core AI on Apple silicon.
End-to-end solution for enabling on-device AI across mobile and edge devices for PyTorch models
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch native quantization and sparsity for training and inference
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
An Open Source Machine Learning Framework for Everyone
Vibronic spectrum simulation package
Global diabatization of ab initio wave functions by machine learning schemes
Project on aniline photodissociation
Surface generation package for bound system
Command line argument parser & basic templates & operator overloads etc.
some random notes I took during learning pytorch
PyTorch tutorials.
Chemistry kernel library based on LibTorch
Monte Carlo simulation package for canonical ensembles
Numerically solve the time dependent schrodinger equation by discrete variable representation method
Fortran nonlinear optimization library with C++ frontend
Surface hopping with diabatic potential energy matrix
Collection of useful tools in my research like data visualization etc.
Useful extension and modification for Columbus7
Multi-centred semiclassical Moyal dynamics
A critical geometry searcher
Surface generation package based on libtorch