@@ 55-68 (lines=14) @@ | ||
52 | else: |
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53 | return data_generator |
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54 | ||
55 | def valid_set(self): |
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56 | if not self.origin.valid_set(): |
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57 | return None |
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58 | if self.cache and self._cached_valid_set is not None: |
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59 | return self._cached_valid_set |
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60 | ||
61 | data_generator = self._yield_data(self.origin.valid_set()) |
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62 | if data_generator is None: |
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63 | return None |
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64 | if self.cache: |
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65 | self._cached_valid_set = list(data_generator) |
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66 | return self._cached_valid_set |
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67 | else: |
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68 | return data_generator |
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69 | ||
70 | def train_size(self): |
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71 | train_size = self.origin.train_size() |
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@@ 40-53 (lines=14) @@ | ||
37 | else: |
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38 | return data_generator |
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39 | ||
40 | def test_set(self): |
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41 | if not self.origin.test_set(): |
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42 | return None |
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43 | if self.cache and self._cached_test_set is not None: |
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44 | return self._cached_test_set |
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45 | ||
46 | data_generator = self._yield_data(self.origin.test_set()) |
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47 | if data_generator is None: |
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48 | return None |
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49 | if self.cache: |
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50 | self._cached_test_set = list(data_generator) |
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51 | return self._cached_test_set |
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52 | else: |
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53 | return data_generator |
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54 | ||
55 | def valid_set(self): |
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56 | if not self.origin.valid_set(): |