catboost: NameError: name 'PY3' is not defined
Hi!
I installed catboost
on Python 3.6.3 within a Docker container (python:3.6 image). The installation was done through PyPI. The library version is 0.6.3
I can import catboost, but when I do:
model = catboost.CatBoostRegressor()
I obtain an error:
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-16-e4bd7d18c439> in <module>()
----> 1 model = catboost.CatBoostRegressor()
/usr/local/lib/python3.6/site-packages/catboost/core.py in __init__(self, iterations, learning_rate, depth, l2_leaf_reg, model_size_reg, rsm, loss_function, border_count, feature_border_type, fold_permutation_block_size, od_pval, od_wait, od_type, nan_mode, counter_calc_method, leaf_estimation_iterations, leaf_estimation_method, thread_count, random_seed, use_best_model, verbose, logging_level, metric_period, ctr_leaf_count_limit, store_all_simple_ctr, max_ctr_complexity, has_time, one_hot_max_size, random_strength, name, ignored_features, train_dir, custom_metric, eval_metric, bagging_temperature, save_snapshot, snapshot_file, fold_len_multiplier, used_ram_limit, gpu_ram_part, allow_writing_files, approx_on_full_history, boosting_type, simple_ctr, combinations_ctr, per_feature_ctr, ctr_description, task_type, device_config, devices, bootstrap_type, max_depth, n_estimators, num_boost_round, num_trees, colsample_bylevel, random_state, reg_lambda, objective, eta, max_bin, **kwargs)
1767 objective = None
1768
-> 1769 if isinstance(loss_function, str) and self._is_classification_loss(loss_function):
1770 raise CatboostError("Invalid loss_function={}: for Regressor use RMSE, MAE, Quantile, LogLinQuantile, Poisson, MAPE, R2.".format(loss_function))
1771 params = {}
_catboost.pyx in _catboost._CatBoostBase._is_classification_loss()
_catboost.pyx in _catboost.to_binary_str()
NameError: name 'PY3' is not defined
Same happens when I specify a loss function:
model = catboost.CatBoostRegressor(loss_function='MAPE')
About this issue
- Original URL
- State: closed
- Created 6 years ago
- Comments: 21 (4 by maintainers)
Commits related to this issue
- fix _catboost reinitialization issues #268 and #269 from github ref:a87d83370fda2ccdff0415df958bb6b8670ed046 — committed to catboost/catboost by kizill 6 years ago
try to ‘pip install PY3’ worked for me
wow, on my home pc my previous answer doesn’t work
We fixed this bug in master, our plan is to ship new package version next tuesday.