bump v0.15.2

CHANGES.md

@@ -1,4 +1,4 @@
-# version 0.15.1
+# version 0.15.2
 
 - Can use pandas DataFrame in `LSBoostRegressor`, `LSBoostClassifier` and `AdaOpt`
 

mlsauce.egg-info/PKG-INFO

@@ -0,0 +1,36 @@
+Metadata-Version: 2.1
+Name: mlsauce
+Version: 0.15.1
+Summary: Miscellaneous Statistical/Machine Learning tools
+Maintainer: T. Moudiki
+Maintainer-email: thierry.moudiki@gmail.com
+License: BSD3 Clause Clear
+Platform: linux
+Platform: macosx
+Platform: windows
+Classifier: Development Status :: 2 - Pre-Alpha
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Natural Language :: English
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Requires-Python: >=3.5
+License-File: LICENSE
+Requires-Dist: numpy
+Requires-Dist: Cython
+Requires-Dist: joblib
+Requires-Dist: pandas
+Requires-Dist: requests
+Requires-Dist: scikit-learn
+Requires-Dist: scipy
+Requires-Dist: tqdm
+Requires-Dist: jax
+Requires-Dist: jaxlib
+Provides-Extra: alldeps
+Requires-Dist: numpy>=1.13.0; extra == "alldeps"
+Requires-Dist: scipy>=0.19.0; extra == "alldeps"
+
+Miscellaneous Statistical/Machine Learning tools

mlsauce.egg-info/SOURCES.txt

@@ -0,0 +1,64 @@
+LICENSE
+README.md
+setup.cfg
+setup.py
+mlsauce/__init__.py
+mlsauce/_config.py
+mlsauce/setup.py
+mlsauce.egg-info/PKG-INFO
+mlsauce.egg-info/SOURCES.txt
+mlsauce.egg-info/dependency_links.txt
+mlsauce.egg-info/not-zip-safe
+mlsauce.egg-info/requires.txt
+mlsauce.egg-info/top_level.txt
+mlsauce/adaopt/__init__.py
+mlsauce/adaopt/_adaopt.py
+mlsauce/adaopt/_adaoptc.c
+mlsauce/adaopt/fallbacksetup.py
+mlsauce/adaopt/setup.py
+mlsauce/booster/__init__.py
+mlsauce/booster/_booster_classifier.py
+mlsauce/booster/_booster_regressor.py
+mlsauce/booster/_boosterc.c
+mlsauce/booster/fallbacksetup.py
+mlsauce/booster/setup.py
+mlsauce/datasets/__init__.py
+mlsauce/datasets/dowload.py
+mlsauce/encoders/__init__.py
+mlsauce/encoders/target_encoders.py
+mlsauce/lasso/__init__.py
+mlsauce/lasso/_lasso.py
+mlsauce/lasso/_lassoc.c
+mlsauce/lasso/fallbacksetup.py
+mlsauce/lasso/setup.py
+mlsauce/nonconformist/__init__.py
+mlsauce/nonconformist/acp.py
+mlsauce/nonconformist/base.py
+mlsauce/nonconformist/cp.py
+mlsauce/nonconformist/evaluation.py
+mlsauce/nonconformist/icp.py
+mlsauce/nonconformist/nc.py
+mlsauce/nonconformist/util.py
+mlsauce/predictioninterval/__init__.py
+mlsauce/predictioninterval/predictioninterval.py
+mlsauce/ridge/__init__.py
+mlsauce/ridge/_ridge.py
+mlsauce/ridge/_ridgec.c
+mlsauce/ridge/fallbacksetup.py
+mlsauce/ridge/setup.py
+mlsauce/stump/__init__.py
+mlsauce/stump/_stump_classifier.py
+mlsauce/stump/_stumpc.c
+mlsauce/stump/fallbacksetup.py
+mlsauce/stump/setup.py
+mlsauce/tests/__init__.py
+mlsauce/tests/test_adaopt.py
+mlsauce/utils/__init__.py
+mlsauce/utils/get_beta.py
+mlsauce/utils/progress_bar.py
+mlsauce/utils/memoryuse/__init__.py
+mlsauce/utils/memoryuse/mem_usage.py
+mlsauce/utils/misc/__init__.py
+mlsauce/utils/misc/misc.py
+mlsauce/utils/sampling/__init__.py
+mlsauce/utils/sampling/rowsubsampling.py

mlsauce.egg-info/dependency_links.txt

@@ -0,0 +1 @@
+

mlsauce.egg-info/not-zip-safe

@@ -0,0 +1 @@
+

mlsauce.egg-info/requires.txt

@@ -0,0 +1,14 @@
+numpy
+Cython
+joblib
+pandas
+requests
+scikit-learn
+scipy
+tqdm
+jax
+jaxlib
+
+[alldeps]
+numpy>=1.13.0
+scipy>=0.19.0

mlsauce.egg-info/top_level.txt

@@ -0,0 +1 @@
+mlsauce

mlsauce/adaopt/_adaopt.py

@@ -1,6 +1,7 @@
 import pickle
 import numpy as np
 import pandas as pd
+import subprocess
 from joblib import Parallel, delayed
 from joblib import wrap_non_picklable_objects
 from sklearn.base import BaseEstimator
@@ -14,8 +15,12 @@
 try:
     from . import _adaoptc as adaoptc
 except ImportError:
-    cythonize_file("_adaoptc.pyx")
-    import _adaoptc
+    try: 
+        cythonize_file("./_adaoptc.pyx")        
+        import _adaoptc
+    except ModuleNotFoundError: 
+        subprocess.run(['python3', './fallbacksetup.py', 'build_ext', '--inplace'])    
+        import _adaoptc
 
 
 class AdaOpt(BaseEstimator, ClassifierMixin):

mlsauce/adaopt/fallbacksetup.py

@@ -0,0 +1,8 @@
+import os 
+from distutils.core import setup
+from Cython.Build import cythonize
+
+dir_path = os.path.dirname(os.path.realpath(__file__))
+
+setup(ext_modules=cythonize(os.path.join(dir_path, "_adaoptc.pyx"), 
+                            compiler_directives={'language_level' : "3"}))

mlsauce/booster/_booster_classifier.py

@@ -6,13 +6,19 @@
 from sklearn.preprocessing import PolynomialFeatures
 from sklearn.base import BaseEstimator
 from sklearn.base import ClassifierMixin
+import subprocess
 from ..utils import cluster
 from ..utils import cythonize_file 
 try:
     from . import _boosterc as boosterc
 except ModuleNotFoundError:
-    cythonize_file("_boosterc.pyx")
-    import _boosterc
+    try: 
+        cythonize_file("./_boosterc.pyx")        
+        import _boosterc
+    except ModuleNotFoundError: 
+        subprocess.run(['python3', './fallbacksetup.py', 'build_ext', '--inplace'])    
+        import _boosterc
+
 
 class LSBoostClassifier(BaseEstimator, ClassifierMixin):
     """LSBoost classifier.

mlsauce/booster/_booster_regressor.py

@@ -5,14 +5,19 @@
 from sklearn.base import BaseEstimator
 from sklearn.base import RegressorMixin
 from sklearn.preprocessing import PolynomialFeatures
+import subprocess
 from . import _boosterc as boosterc
 from ..predictioninterval import PredictionInterval
 from ..utils import cluster, cythonize_file
 try:
     from . import _boosterc as boosterc
 except ModuleNotFoundError:
-    cythonize_file("_boosterc.pyx")
-    import _boosterc
+    try: 
+        cythonize_file("./_boosterc.pyx")        
+        import _boosterc
+    except ModuleNotFoundError: 
+        subprocess.run(['python3', './fallbacksetup.py', 'build_ext', '--inplace'])    
+        import _boosterc
 
 class LSBoostRegressor(BaseEstimator, RegressorMixin):
     """LSBoost regressor.

mlsauce/booster/fallbacksetup.py

@@ -0,0 +1,8 @@
+from distutils.core import setup
+from Cython.Build import cythonize
+import os 
+
+dir_path = os.path.dirname(os.path.realpath(__file__))
+
+setup(ext_modules=cythonize(os.path.join(dir_path, "_stumpc.pyx"), 
+                            compiler_directives={'language_level' : "3"}))

mlsauce/lasso/_lasso.py

@@ -1,9 +1,11 @@
 import numpy as np
 import pickle
+import subprocess
 import platform
 import warnings
 from sklearn.base import BaseEstimator
 from sklearn.base import RegressorMixin
+import subprocess
 from numpy.linalg import inv
 from ..utils import get_beta, cythonize_file
 
@@ -15,8 +17,12 @@
 try:
     from . import _lassoc as mo
 except ModuleNotFoundError:
-    cythonize_file("_lassoc.pyx")
-    import _lassoc
+    try: 
+        cythonize_file("./_lassoc.pyx")        
+        import _lassoc
+    except ModuleNotFoundError: 
+        subprocess.run(['python3', './fallbacksetup.py', 'build_ext', '--inplace'])    
+        import _lassoc
 
 
 class LassoRegressor(BaseEstimator, RegressorMixin):

mlsauce/lasso/fallbacksetup.py

@@ -0,0 +1,8 @@
+from distutils.core import setup
+from Cython.Build import cythonize
+import os 
+
+dir_path = os.path.dirname(os.path.realpath(__file__))
+
+setup(ext_modules=cythonize(os.path.join(dir_path, "_lassoc.pyx"), 
+                            compiler_directives={'language_level' : "3"}))

mlsauce/ridge/_ridge.py

@@ -1,4 +1,5 @@
 import numpy as np
+import subprocess
 import platform
 import warnings
 from sklearn.base import BaseEstimator
@@ -15,8 +16,12 @@
 try:
     from . import _ridgec as mo
 except ModuleNotFoundError:
-    cythonize_file("_ridgec.pyx")
-    import _ridgec
+    try: 
+        cythonize_file("./_ridgec.pyx")        
+        import _ridgec
+    except ModuleNotFoundError: 
+        subprocess.run(['python3', './fallbacksetup.py', 'build_ext', '--inplace'])    
+        import _ridgec
 
 
 class RidgeRegressor(BaseEstimator, RegressorMixin):

mlsauce/ridge/fallbacksetup.py

@@ -0,0 +1,8 @@
+from distutils.core import setup
+from Cython.Build import cythonize
+import os 
+
+dir_path = os.path.dirname(os.path.realpath(__file__))
+
+setup(ext_modules=cythonize(os.path.join(dir_path, "_ridgec.pyx"), 
+                            compiler_directives={'language_level' : "3"}))

mlsauce/stump/_stump_classifier.py

@@ -1,13 +1,18 @@
 import numpy as np
+import subprocess
 from sklearn.base import BaseEstimator
 from sklearn.base import ClassifierMixin
 from ..utils import cythonize_file 
 
 try:
     from . import _stumpc as stumpc
 except ModuleNotFoundError:
-    cythonize_file("_stumpc.pyx")
-    import _stumpc
+    try: 
+        cythonize_file("./_stumpc.pyx")        
+        import _stumpc
+    except ModuleNotFoundError: 
+        subprocess.run(['python3', './fallbacksetup.py', 'build_ext', '--inplace'])    
+        import _stumpc
 
 
 class StumpClassifier(BaseEstimator, ClassifierMixin):

mlsauce/stump/fallbacksetup.py

@@ -0,0 +1,8 @@
+from distutils.core import setup
+from Cython.Build import cythonize
+import os 
+
+dir_path = os.path.dirname(os.path.realpath(__file__))
+
+setup(ext_modules=cythonize(os.path.join(dir_path, "_stumpc.pyx"), 
+                            compiler_directives={'language_level' : "3"}))

setup.py

@@ -38,7 +38,7 @@
 MAINTAINER_EMAIL = 'thierry.moudiki@gmail.com'
 LICENSE = 'BSD3 Clause Clear'
 
-__version__ = '0.15.1'
+__version__ = '0.15.2'
 
 VERSION = __version__