🌍 Python package of VTK-based algorithms to analyze geoscientific data and models
Code behind arXiv:20xx.xxxxx.
Flexible residual connections for PyTorch with a clean API. Build complex skip connections using Record/Apply modules. 5 operations (add, concat, gated, highway, multiply), learnable alphas, automatic projection. Thread-safe for DataParallel/DDP. Fully typed and tested.
Implementation for Pytorch of the method described in our paper "Bolstering Stochastic Gradient Descent with Model Building", S. Ilker Birbil, Ozgur Martin, Gonenc Onay, Figen Oztoprak, 2021 (see https://arxiv.org/abs/2111.07058)
