ΠΡΠ»ΠΈ Π²Π°ΡΠ° ΠΏΡΠΎΠ±Π»Π΅ΠΌΠ° ΡΠ²ΡΠ·Π°Π½Π° Ρ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ, ΠΎΡΠΏΡΠ°Π²ΡΡΠ΅ Π΅Π³ΠΎ Π·Π΄Π΅ΡΡ: - StackOverflow Ρ ΡΠ΅Π³ΠΎΠΌ scikit-learn: http://stackoverflow.com/questions/tagged/scikit-learn - Π‘ΠΏΠΈΡΠΎΠΊ ΡΠ°ΡΡΡΠ»ΠΊΠΈ: https://lists.sourceforge.net / lists / listinfo / scikit-learn-general ΠΠ»Ρ ΠΏΠΎΠ»ΡΡΠ΅Π½ΠΈΡ Π΄ΠΎΠΏΠΎΠ»Π½ΠΈΡΠ΅Π»ΡΠ½ΠΎΠΉ ΠΈΠ½ΡΠΎΡΠΌΠ°ΡΠΈΠΈ ΡΠΌ. ΠΠΎΠΏΡΠΎΡΡ ΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΠ΅Π»Π΅ΠΉ: http://scikit-learn.org/stable/support.html#user-questions ΠΠ½ΡΡΡΡΠΊΡΠΈΠΈ ΠΏΠΎ ΡΠΎΠΎΠ±ΡΠ΅Π½ΠΈΡ ΠΎΠ± ΠΎΡΠΈΠ±ΠΊΠ΅: https://github.com /scikit-learn/scikit-learn/blob/master/CONTRIBUTING.md#filing-bugs
Π£ΡΡΠ°Π½ΠΎΠ²ΠΈΠ» dev-Π²Π΅ΡΡΠΈΡ Π²ΠΏΠ΅ΡΠ²ΡΠ΅. Π― ΠΏΠΎΠ»ΡΡΠ°Ρ ΡΠΎΠΎΠ±ΡΠ΅Π½ΠΈΠ΅ ΠΎΠ± ΠΎΡΠΈΠ±ΠΊΠ΅ ΠΈΠΌΠΏΠΎΡΡΠ°, ΠΊΠΎΠ³Π΄Π° ΠΏΡΡΠ°ΡΡΡ Π·Π°Π³ΡΡΠ·ΠΈΡΡ ΠΊΠ°ΠΊΠΎΠΉ-Π»ΠΈΠ±ΠΎ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½Ρ.
ΠΈΠ· sklearn.ensemble ΠΈΠΌΠΏΠΎΡΡΠΈΡΠΎΠ²Π°ΡΡ RandomForestRegressor
ΠΠ΅Ρ ΠΎΡΠΈΠ±ΠΊΠΈ.
ImportError Traceback (most recent call last)
<ipython-input-1-4b1325c8d865> in <module>()
----> 1 from sklearn.ensemble import RandomForestRegressor
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/ensemble/__init__.py in <module>()
5
6 from .base import BaseEnsemble
----> 7 from .forest import RandomForestClassifier
8 from .forest import RandomForestRegressor
9 from .forest import RandomTreesEmbedding
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/ensemble/forest.py in <module>()
54 from ..externals.joblib import Parallel, delayed
55 from ..externals import six
---> 56 from ..feature_selection.from_model import _LearntSelectorMixin
57 from ..metrics import r2_score
58 from ..preprocessing import OneHotEncoder
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/feature_selection/__init__.py in <module>()
18 from .variance_threshold import VarianceThreshold
19
---> 20 from .rfe import RFE
21 from .rfe import RFECV
22
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/feature_selection/rfe.py in <module>()
15 from ..base import is_classifier
16 from ..externals.joblib import Parallel, delayed
---> 17 from ..model_selection import check_cv
18 from ..model_selection._validation import _safe_split, _score
19 from ..metrics.scorer import check_scoring
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/model_selection/__init__.py in <module>()
----> 1 from ._split import BaseCrossValidator
2 from ._split import KFold
3 from ._split import LabelKFold
4 from ._split import StratifiedKFold
5 from ._split import LeaveOneLabelOut
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/model_selection/_split.py in <module>()
33 from ..utils.fixes import signature
34 from ..base import _pprint
---> 35 from ..gaussian_process.kernels import Kernel as GPKernel
36
37 __all__ = ['BaseCrossValidator',
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/gaussian_process/__init__.py in <module>()
11 """
12
---> 13 from .gpr import GaussianProcessRegressor
14 from .gpc import GaussianProcessClassifier
15 from . import kernels
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/gaussian_process/gpr.py in <module>()
13
14 from sklearn.base import BaseEstimator, RegressorMixin, clone
---> 15 from sklearn.gaussian_process.kernels import RBF, ConstantKernel as C
16 from sklearn.utils import check_random_state
17 from sklearn.utils.validation import check_X_y, check_array
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/gaussian_process/kernels.py in <module>()
28 from scipy.spatial.distance import pdist, cdist, squareform
29
---> 30 from ..metrics.pairwise import pairwise_kernels
31 from ..externals import six
32 from ..base import clone
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/metrics/__init__.py in <module>()
31 from .classification import brier_score_loss
32
---> 33 from . import cluster
34 from .cluster import adjusted_mutual_info_score
35 from .cluster import adjusted_rand_score
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/metrics/cluster/__init__.py in <module>()
17 from .supervised import v_measure_score
18 from .supervised import entropy
---> 19 from .unsupervised import silhouette_samples
20 from .unsupervised import silhouette_score
21 from .bicluster import consensus_score
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/metrics/cluster/unsupervised.py in <module>()
9 from ...utils import check_random_state
10 from ...utils import check_X_y
---> 11 from ..pairwise import pairwise_distances
12 from ...preprocessing import LabelEncoder
13
/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/metrics/pairwise.py in <module>()
27 from ..externals.joblib.parallel import cpu_count
28
---> 29 from .pairwise_fast import _chi2_kernel_fast, _sparse_manhattan
30
31
ImportError: dlopen(/Users/timothychan/.local/lib/python2.7/site-packages/sklearn/metrics/pairwise_fast.so, 2): Library not loaded: libmkl_intel_lp64.dylib
Referenced from: /Users/timothychan/.local/lib/python2.7/site-packages/sklearn/metrics/pairwise_fast.so
Reason: image not found
ΠΠ°ΡΠ²ΠΈΠ½-15.4.0-x86_64-i386-64bit
('Python', '2.7.11 | Anaconda custom (x86_64) | (ΠΏΠΎ ΡΠΌΠΎΠ»ΡΠ°Π½ΠΈΡ, 6 Π΄Π΅ΠΊΠ°Π±ΡΡ 2015 Π³., 18:57:58) \ n [GCC 4.2.1 (Apple Inc., ΡΠ±ΠΎΡΠΊΠ° 5577)]')
('NumPy', '1.11.0')
('SciPy', '0,17.0')
('Scikit-Learn', '0.18.dev0')
ΠΡΠ»ΠΈ ΠΏΠΎΠΈΡΠΊΠ°ΡΡ ΠΏΡΠ΅Π΄ΡΠ΄ΡΡΠΈΠ΅ Π²ΡΠΏΡΡΠΊΠΈ, ΡΠΎ # 3606 ΠΊΠ°ΠΆΠ΅ΡΡΡ Π°ΠΊΡΡΠ°Π»ΡΠ½ΡΠΌ. ΠΠ°ΠΆΠ΅ Ρ Π½Π΅ Π·Π½Π°Ρ ΠΎ Π²Π½ΡΡΡΠ΅Π½Π½Π΅ΠΌ ΡΡΡΡΠΎΠΉΡΡΠ²Π΅, Π½ΠΎ, ΠΏΠΎΠΆΠ°Π»ΡΠΉΡΡΠ°, Π΄Π°ΠΉΡΠ΅ Π½Π°ΠΌ Π·Π½Π°ΡΡ, Π΅ΡΠ»ΠΈ ΡΡΠΎ ΠΏΠΎΠΌΠΎΠΆΠ΅Ρ.
ΠΡΠΈΠ²Π΅Ρ, ΠΏΠΎΡΠ»Π΅ ΠΌΠ½ΠΎΠ³ΠΈΡ ΠΏΠΎΠΏΡΡΠΎΠΊ ΡΡΠΎ, ΠΏΠΎΡ ΠΎΠΆΠ΅, ΡΡΠ°Π±ΠΎΡΠ°Π»ΠΎ (ΠΊΡΠ΅Π΄ΠΈΡ ΠΏΡΠΈΠ½Π°Π΄Π»Π΅ΠΆΠΈΡ ΠΠ΅Π½Π½ΠΈΡΡ ΠΠ½Π³Π΅ΡΠΌΠ°Π½Ρ, ΠΊΠΎΡΠΎΡΡΠΉ ΡΠ°Π·ΠΌΠ΅ΡΡΠΈΠ» ΡΡΠΎ Π½Π° https://groups.google.com/a/continuum.io/forum/#!topic/anaconda/F8Q-8xyvrks )
Π‘ΠΈΠΌΠ²ΠΎΠ»ΠΈΡΠ΅ΡΠΊΠΎΠ΅ ΡΠ²ΡΠ·ΡΠ²Π°Π½ΠΈΠ΅ Π²ΡΠ΅Ρ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊ anaconda ...
for lib in ~/anaconda/lib/*; do ln -s $lib /usr/local/lib/$(basename $lib); done
Π― Π·Π°ΠΊΡΡΠ²Π°Ρ Π²ΠΎΠΏΡΠΎΡ, ΡΠΏΠ°ΡΠΈΠ±ΠΎ, ΡΡΠΎ ΠΏΠΎΠ΄Π΅Π»ΠΈΠ»ΠΈΡΡ ΡΡΠΈΠΌ ΡΠ΅ΡΠ΅Π½ΠΈΠ΅ΠΌ
Π‘Π°ΠΌΡΠΉ ΠΏΠΎΠ»Π΅Π·Π½ΡΠΉ ΠΊΠΎΠΌΠΌΠ΅Π½ΡΠ°ΡΠΈΠΉ
ΠΡΠΈΠ²Π΅Ρ, ΠΏΠΎΡΠ»Π΅ ΠΌΠ½ΠΎΠ³ΠΈΡ ΠΏΠΎΠΏΡΡΠΎΠΊ ΡΡΠΎ, ΠΏΠΎΡ ΠΎΠΆΠ΅, ΡΡΠ°Π±ΠΎΡΠ°Π»ΠΎ (ΠΊΡΠ΅Π΄ΠΈΡ ΠΏΡΠΈΠ½Π°Π΄Π»Π΅ΠΆΠΈΡ ΠΠ΅Π½Π½ΠΈΡΡ ΠΠ½Π³Π΅ΡΠΌΠ°Π½Ρ, ΠΊΠΎΡΠΎΡΡΠΉ ΡΠ°Π·ΠΌΠ΅ΡΡΠΈΠ» ΡΡΠΎ Π½Π° https://groups.google.com/a/continuum.io/forum/#!topic/anaconda/F8Q-8xyvrks )
Π‘ΠΈΠΌΠ²ΠΎΠ»ΠΈΡΠ΅ΡΠΊΠΎΠ΅ ΡΠ²ΡΠ·ΡΠ²Π°Π½ΠΈΠ΅ Π²ΡΠ΅Ρ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊ anaconda ...