FLAML

FLAML copied to clipboard

Bumps [actions/setup-python](https://github.com/actions/setup-python) from 2 to 4. Release notes Sourced from actions/setup-python's releases. v4.0.0 What's Changed Support for python-version-file input: #336 Example of usage: - uses: actions/setup-python@v4 with: python-version-file: '.python-version' #...

dependabot[bot]

Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 1 to 3. Release notes Sourced from codecov/codecov-action's releases. v3.0.0 Breaking Changes #689 Bump to node16 and small fixes Features #688 Incorporate gcov arguments for the Codecov...

dependabot[bot]

Bumps [actions/checkout](https://github.com/actions/checkout) from 2 to 3. Release notes Sourced from actions/checkout's releases. v3.0.0 Updated to the node16 runtime by default This requires a minimum Actions Runner version of v2.285.0 to...

dependabot[bot]

Typo or misnaming in automl/timeseries/ts_model.py

1

In version 2.x.x: (especially 2.1.1) Lines 613 and 616: if ( self.params["seasonal"] == "mul" and (train_df.y == 0).sum() > 0 ): # cannot have multiplicative seasonality in this case self.params["seasonal"]...

enkiluv

Shifting of Time Series data

1

Hello, i want to use FLAML to do a time series forecasting task. My dataset is structured as follows: timestamp, demand (output), several different exogenous features (input). One row in...

Elisa1234567890

Update Optuna

1

[setup.py](https://github.com/bbudescu/FLAML/blob/c48babd02fa9b3252cf49100599fb99c70794591/setup.py#L66) specifies that the required version of Optuna to be 2.8.0. However, according to `ray` docs (check out the second warning on [this](https://docs.ray.io/en/latest/tune/api/doc/ray.tune.search.optuna.OptunaSearch.html) page) : >Please note that with Optuna...

bbudescu

Preprocessing Data is missng ,raise key error. automl self was created data that is not repreat behaviour.

1

= X[self.regressors] File "/usr/app/regression/venv/lib/python3.10/site-packages/pandas/core/frame.py", line 3899, in __getitem__ indexer = self.columns._get_indexer_strict(key, "columns")[1] File "/usr/app/regression/venv/lib/python3.10/site-packages/pandas/core/indexes/base.py", line 6115, in _get_indexer_strict self._raise_if_missing(keyarr, indexer, axis_name) File "/usr/app/regression/venv/lib/python3.10/site-packages/pandas/core/indexes/base.py", line 6179, in _raise_if_missing raise KeyError(f"{not_found} not...

731315163

custom_metric() function error

3

Hi! I defined my custom_metric function following your documentation: `def custom_metric(X_val, y_val, estimator, X_train, y_train, weight_val=None, weight_train=None): start = time.time() y_val_pred = estimator.predict_proba(X_val) pred_time = (time.time() - start) / len(X_val)...

ct-rparrondo

Unable to run code

11

automl.fit(X_train, y_train, task="regression",metric='rmse',time_budget=3600) [flaml.automl.logger: 07-17 14:34:05] {1693} INFO - task = regression [flaml.automl.logger: 07-17 14:34:05] {1700} INFO - Data split method: uniform [flaml.automl.logger: 07-17 14:34:05] {1703} INFO - Evaluation method:...

gauravdutta-iiitb

precommit: introduce `mdformat`

3

## Why are these changes needed? This is systematic solution to MD formatting as reported ## Related issue number for example, in #834 ## Checks - [ ] I've included...

Borda