Comments (6)
Possibly rename Dataset
to something less akin to torch.utils.data.dataset.Dataset
?
from skorch.
re valid vs. test: pro train/test: sklearn has train_test_split
as a function. con: is never used for test, always for validation. I think we should rename 'test' occurrences to 'valid'.
from skorch.
👍
Also, "train" and "valid" have the same number of characters, so that code will align more often.
from skorch.
Regarding Dataset
: I was thinking about calling it DatasetXy
instead, to signify that it takes and returns pairs of X and y. I could foresee a DatasetX
for use cases where there is no y.
from skorch.
What would a For custom fit loops that don't need DatasetX
be used for?y
for example.
from skorch.
We keep Dataset
as is for now. Conflicts are unlikely to occur and easily fixed by the user.
from skorch.
Related Issues (20)
- AttributeError: 'NeuralNetClassifier' object has no attribute 'decision_function'
- IndexError: invalid index of a 0-dim tensor. Use `tensor.item()` in Python or `tensor.item()` in C++ to convert a 0-dim tensor to a number HOT 8
- Enable using a generator as data loader
- Question: weird valid loss when re-scaling y
- Issues in braindecode recently introduced by skorch HOT 3
- ReadTheDocs: Wrong theme of docs
- How to tune number of epochs?
- Issues with deployment script
- dill load and sklearn clone result in error HOT 7
- how to integrate pytorch-tabnet into skorch framework? HOT 2
- ImportError: cannot import name 'uses_placeholder_y' from 'skorch.dataset' HOT 1
- Saving and Loading not working HOT 2
- Add slides for Pydata Amsterdam HOT 3
- model.history not save output of all epochs HOT 2
- Sampling strategy for FewShotClassifier HOT 1
- Classification with LLMs: Open tasks
- LLM ZeroShotClassifier returns bad results HOT 2
- Unable to use Pytorch Dataloader in Skorch NeuralNetClassifier
- Make dependency on torch explicit HOT 4
- SyntaxError: invalid escape sequence due to "\s" found in skorch.dataset docstring HOT 10
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from skorch.