some typo

python-package/lightgbm/basic.py

@@ -1211,7 +1211,7 @@ class Booster(object):
         """
         for key, value in kwargs.items():
             if value is not None:
-                if not isinstance(value, STRING_TYPES):
+                if not is_str(value):
                     raise ValueError("Set Attr only accepts string values")
                 self.__attr[key] = value
             else:

python-package/lightgbm/sklearn.py

@@ -24,7 +24,7 @@ except ImportError:
 def _objective_decorator(func):
     """Decorate an objective function
 
-    Converts an objective function using the typical sklearn metrics to LightGBM ffobj
+    Converts an objective function using the typical sklearn metrics to LightGBM fobj
 
     Note: for multi-class task, the label/pred is group by class_id first, then group by row_id
           if you want to get i-th row label/pred in j-th class, the access way is label/pred[j*num_data+i]
@@ -282,7 +282,7 @@ class LGBMRegressor(LGBMModel, LGBMRegressorBase):
     """ + '\n'.join(LGBMModel.__doc__.split('\n')[2:])
 
 class LGBMClassifier(LGBMModel, LGBMClassifierBase):
-    __doc__ = """Implementation of the scikit-learn API for LGBMoost classification.
+    __doc__ = """Implementation of the scikit-learn API for LightGBM classification.
 
     """ + '\n'.join(LGBMModel.__doc__.split('\n')[2:])
 

python-package/setup.py

@@ -16,10 +16,9 @@ exec(compile(open(libpath_py, "rb").read(), libpath_py, 'exec'), libpath, libpat
 LIB_PATH = libpath['find_lib_path']()
 print("Install lib_lightgbm from: %s" % LIB_PATH)
 
-# Please use setup_pip.py for generating and deploying pip installation
-# detailed instruction in setup_pip.py
+
 setup(name='lightgbm',
-      version=open(os.path.join(CURRENT_DIR, 'lightgbm/VERSION')).read().strip(),
+      version=0.1,
       description="LightGBM Python Package",
       install_requires=[
           'numpy',
@@ -31,4 +30,4 @@ setup(name='lightgbm',
       packages=find_packages(),
       include_package_data=True,
       data_files=[('lightgbm', LIB_PATH)],
-      url='hhttps://github.com/Microsoft/LightGBM')
+      url='https://github.com/Microsoft/LightGBM')