Jiaqing Chen's repositories
m3_learning
Datasets, Tutorials, and Papers for the M3-Learning Research Group
characterizing-pinns-failure-modes
Characterizing possible failure modes in physics-informed neural networks.
PyHessian
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
loss_landscape_taxonomy
[NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228
onnx-mlir
Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
loss-landscapes
Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch
Py-ONNX-C-DB
A toolkit that enables users to leverage ONNX-MLIR from python
loss-landscape
Code for visualizing the loss landscape of neural nets
ttk
TTK - Topological Data Analysis and Visualization - Source Code