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# 4. Sequences, Time Series and Prediction · Charon Guo
Charon's personal website
[https://charon.me/posts/keras/keras4/](https://charon.me/posts/keras/keras4/)
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# Ask a Question
In the example notebook for converting keras CV models (https://github.com/onnx/tensorflow-onnx/blob/main/tutorials/keras-resnet50.ipynb) the keras method decode_predictions is used …
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책에 있는 코드 그대로 입력한 것 같은데
예상 가격이 6.342로 똑같이 나옵니다.
제가 오타가 있는 건지 한번 확인 부탁드립니다.
from keras.models import Sequential
from keras.layers import Dense
from sklearn.model_selection import train_tes…
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I'm working on an application where I'd like to retrieve the standard deviation of the predictions made by the trees within an ensemble (currently a `tfdf.keras.RandomForestModel`) to use as an estima…
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### What is the problem?
Terminal freezes after setting the gpu numbers by @ray.remote(num_gpu=2). However, everything works with @ray.remote as a decorator of my class except training speed.
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From #70; I'm observing the following errors when running the inference model in pubsub workers.
The first couple of predictions succeed but then it starts failing.
This looks like a threading …
jlewi updated
4 years ago
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There exist numerical instability in **objectives.categorical_crossentropy** function, which cause gradient vanishing right after the first training batch.
I suggest adding $\epsilon$ to prevent the …
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All Keras Applications work correctly with the torch backend except NASNetMobile. It runs, but its predictions are incorrect. To investigate.
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Hey experts,
I've been trying to run the basic example in keras-ocr, but the model doesn't seem to run. It would terminate with this log:
```
cd /home/tuan/ocr ; /usr/bin/env /usr/bin/python3 /home…
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I noticed in your changelog that you updated the models to be based on Keras models instead of tensorflow estimators (for those who are interested in the difference: https://stackoverflow.com/question…