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February 1, 2020 16:03
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First batch - Active Learning
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| step_sizes = [128]*20 # Succesive batch sizes | |
| unused_samples = list(range(X.shape[0])) # Indexes of samples that were not used for training yet | |
| step = np.random.choice(unused_samples, size=512).tolist() # First batch | |
| used_samples = step # Indexes of samples that were used for training | |
| unused_samples = list(set(unused_samples) - set(step)) |
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