dodaltuin / passive-lv-gnn-emul Goto Github PK
View Code? Open in Web Editor NEWGraph Neural Network (GNN) emulation of the left-ventricle (LV) in diastole
License: MIT License
Graph Neural Network (GNN) emulation of the left-ventricle (LV) in diastole
License: MIT License
Dear David:
I want to save the z_local variable to a file. I tried to change the 'sow_latents' of the 'call' function in the 'DeepGraphEmulator' class of file ‘models.py‘ to 'True' after completing the training. Please check the following code.
Thank you very much!
Yours
Siyuan,Lv and Zheng,Duanmu
The following is my saving code:
# Here I have changed : sow_latents: bool = True
def __call__(self, V: jnp.ndarray, E: jnp.ndarray, theta: jnp.ndarray, z_global: jnp.ndarray = None, sow_latents: bool = True):
……….
# only need local representation for real nodes
z_local = z_local[self.real_node_indices]
# Here is my saving z_local code
z_local_np = np.array(z_local)
np.save('z_local_1.npy', z_local_np)
# save value of final learned representation if required for fixed geometry emulator
if sow_latents:
return z_local
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.