Witold Wydmański commited on
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cd847b5
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Files changed (5) hide show
  1. .gitattributes +2 -0
  2. load_script.py +0 -0
  3. process.py +21 -0
  4. test.csv +3 -0
  5. train.csv +3 -0
.gitattributes ADDED
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+ test.csv filter=lfs diff=lfs merge=lfs -text
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+ train.csv filter=lfs diff=lfs merge=lfs -text
load_script.py ADDED
File without changes
process.py ADDED
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+ #%%
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+ import h5py
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+ import pandas as pd
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+ import numpy as np
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+
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+ #%%
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+ with h5py.File("usps.h5", 'r') as hf:
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+ train = hf.get('train')
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+ X_tr = train.get('data')[:]
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+ y_tr = train.get('target')[:]
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+ test = hf.get('test')
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+ X_te = test.get('data')[:]
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+ y_te = test.get('target')[:]
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+
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+ # %%
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+ X_training = np.concatenate((X_tr, y_tr.reshape(-1, 1)), axis=1)
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+ X_test = np.concatenate((X_te, y_te.reshape(-1, 1)), axis=1)
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+
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+ # %%
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+ pd.DataFrame(X_training).to_csv("train.csv", index=False, header=False)
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+ pd.DataFrame(X_test).to_csv("test.csv", index=False, header=False)
test.csv ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:229900de252b803e4cf1dd75c70d6495bf82e7393cb1c250bd2c07abfd8d4a6d
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+ size 4509824
train.csv ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:39097e4dd1ab3b3079ca5286d7ea210bdddd9970f8d04932cb3f9a2032bdaa0b
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+ size 16341487