Comments (4)
Thank you for your request.
This will be supported together with the 3D input.
from autokeras.
+1 . Search for a given 1D discrete or continous sequence would be amazing.
from autokeras.
I'm looking for an autoML that handles 1D vector data. Can ImageClassifier1D be used to classify 1D signals? If yes, what will be the embedding size in this case? I apologize if this is a newbie question. Thanks btw for your great work.
from autokeras.
@maystroh Try to expand the dimension of the X data as follow:
import numpy as np
from autokeras.image.image_supervised import ImageClassifier1D
X = np.random.normal(size=(100000,10)) # 1M examples of 1D signal with 10 samples
Y = np.random.randint(4, size=(100000,))
model = ImageClassifier1D(verbose=True)
X_train = np.expand_dims(X, axis=2)
model.fit(X_train, Y, time_limit=1 * 60 * 60)
from autokeras.
Related Issues (20)
- Bug: ValueError: The dataset should at least contain 2 batches to be split. HOT 2
- Feature: image_dataset_from_directory support one_hot/categorical labels
- Bug: StructuredDataClassifier ignores loss parameter
- using autokeras to build a sequence prediction model
- Can the models not be saved during the trial?
- problem: Higher number of epochs lead to worse results? HOT 1
- Bug: Error "I tensorflow/core/common_runtime/executor.cc:1197] [/device:CPU:0] (DEBUG INFO) Executor start aborting (this does not indicate an error and you can ignore this message): INVALID_ARGUMENT: You must feed a value for placeholder tensor 'Placeholder/_15' with dtype double and shape"
- Feature: Any GPU optimization features?
- Bug: KeyError: 'text_block_1/max_tokens' HOT 5
- Feature: Model Agnostic Explanability - Permutation Importance and Counterfactual
- Bug: UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 205. in Chinese path, not in English path
- Bug: TypeError: can only concatenate str (not "NoneType") to st HOT 1
- Bug: Unable to predict data using the model trained (Node: 'model/multi_category_encoding/string_lookup_22/None_Lookup/LookupTableFindV2' Table not initialized. [[{{node model/multi_category_encoding/string_lookup_22/None_Lookup/LookupTableFindV2}}]] [Op:__inference_predict_function_10129638] )
- Bug: HOT 4
- AttributeError: module 'numpy' has no attribute 'object' when using autokeras with structured data HOT 4
- Autokers textinput text classifier does not work.
- ModuleNotFoundError: No module named 'tensorflow.keras.layers.experimental'Bug: HOT 4
- Bug: import autokeras as ak --> ModuleNotFoundError: No module named 'tensorflow.keras.layers.experimental' HOT 7
- Bug: FatalTypeError: Expected the model-building function, or HyperModel.build() to return a valid Keras Model instance
- Bug: StructuredDataClassifier and StructuredDataRegressor gone? HOT 5
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 autokeras.