Witold Wydmański
commited on
Commit
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cd847b5
0
Parent(s):
init
Browse files- .gitattributes +2 -0
- load_script.py +0 -0
- process.py +21 -0
- test.csv +3 -0
- train.csv +3 -0
.gitattributes
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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
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load_script.py
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process.py
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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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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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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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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)
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test.csv
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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
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train.csv
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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
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