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Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

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fchouteau
fchouteau commented Oct 17, 2019

URL(s) with the issue:

In the 1.15 changelog:

https://github.com/tensorflow/tensorflow/releases/tag/v1.15.0

tf.keras.model.save_model and model.save now defaults to saving a TensorFlow SavedModel.

In the 1.15 docstring:
https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/keras/Model#save

filepath: String, path to SavedModel or H5 file to save the model. overwrite: Whe

janwendt
janwendt commented Oct 16, 2019

I could not find anything in the docs about how to handle different frequencies of time series. I have a Dataset A with monthly data that i want to use to predict the values from Dataset B that contains quarterly based data. So the target value e.g. quarter 1 is based on the values from month 1-3.

Dataset A (Features):

| Month | Value1 | Value2 | Value3 |
| ------------- | ------------- |

amueller
amueller commented Sep 20, 2019

I think this example should use multimetric scoring:
https://scikit-learn.org/dev/auto_examples/model_selection/plot_grid_search_digits.html#sphx-glr-auto-examples-model-selection-plot-grid-search-digits-py

That would mean that we have to specify "refit" though, and we would refit only based on one of them. We could technically reuse the same grid-search results and refit another time as an al

yf225
yf225 commented Sep 30, 2019

Context

We would like to add torch::nn::functional::normalize to the C++ API, so that C++ users can easily find the equivalent of Python API torch.nn.functional.normalize.

Steps

  • Add torch::nn::NormalizeOptions to torch/csrc/api/include/torch/nn/options/normalization.h (add this file if it doesn’t exist), which should include the following parameters (based on https://pytorch.
wincentbalin
wincentbalin commented Jul 16, 2018

Short description

I am trying to train Tesseract on Akkadian language. The language-specific.sh script was modified accordingly. When converting the training text to TIFF images, the text2image program crashes.

Environment

  • Tesseract Version: 3.04.01
  • Commit Number: the standard package in Ubuntu, package version 3.04.01-4, commit unknown
  • Platform: Linux ubuntu
julia
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