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update version number & model license
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@@ -2,7 +2,7 @@
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# Licensed under the MIT License.
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__version__ = "0.5.1.dev0"
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__version__ = "0.6.0.alpha"
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import os
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import re
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@@ -1,14 +1,5 @@
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Copyright (c) Microsoft Corporation.
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# Licensed under the MIT License.
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import numpy as np
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import pandas as pd
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@@ -1,15 +1,6 @@
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# Copyright (c) Microsoft Corporation.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Licensed under the MIT License.
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from __future__ import division
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from __future__ import print_function
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@@ -1,14 +1,5 @@
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Copyright (c) Microsoft Corporation.
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# Licensed under the MIT License.
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import numpy as np
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import pandas as pd
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@@ -56,6 +56,23 @@ class ModelFT(Model):
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def finetune(self, dataset: Dataset):
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"""finetune model based given dataset
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A typical use case of finetuning model with qlib.workflow.R
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.. code-block:: python
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# start exp to train init model
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with R.start(experiment_name="init models"):
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model.fit(dataset)
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R.save_objects(init_model=model)
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rid = R.get_recorder().id
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# Finetune model based on previous trained model
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with R.start(experiment_name="finetune model"):
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recorder = R.get_recorder(rid, experiment_name="init models")
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model = recorder.load_object("init_model")
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model.finetune(dataset, num_boost_round=10)
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Parameters
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----------
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dataset : Dataset
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