tilman151 / rul-datasets Goto Github PK
View Code? Open in Web Editor NEWA collection of datasets for RUL estimation as Lightning Data Modules.
Home Page: https://krokotsch.eu/rul-datasets
A collection of datasets for RUL estimation as Lightning Data Modules.
Home Page: https://krokotsch.eu/rul-datasets
There is an error when running examples code in https://krokotsch.eu/rul-datasets/api/rul_datasets/baseline/.
Error msg is " AttributeError: 'RulDataModule' object has no attribute '_data' " when executing baseline_dm.train_dataloader().
I guess baseline_dm.prepare_data(); baseline_dm.setup() should be executed first.
Just wondering where the rul-estimator package can be accessed from in docs/use_cases/libraries.md
Hi,
might it be that the output of the test dataset is missing quite a lot of samples for each FD?
As far as I understand, each dataset consists out of multiple trajectories and each trajectory has a certain number of cycles. When using a sliding window approach, you slide through every trajectory individually, collecting multiple cycles (per trajectory) within one window. For instance: FD1 has 100 test trajectories. So, applying a sliding window (of let's say 40) should result in almost 2000 time series snippets / windows. Now, your test.dataloader only outputs 100 time series snippets. In fact, the number of snippets is always equal to the number of trajectories within each FD. Therefore, skewing the final test RMSE.
Hi,
quick question: within the C-MAPSS dataset, is it possible to apply a MinMax Scaler on the y-values as well?
ERROR: Could not find a version that satisfies the requirement rul-datasets (from versions: none)
ERROR: No matching distribution found for rul-datasets
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.