def log(*args, **kw):
arg0 = args[0]
if isinstance(arg0, (int, float, long)):
return _math.log10(*args,**kw)
elif isinstance(arg0, complex):
return _cmath.log10(*args,**kw)
elif isinstance(arg0, _sympy.Basic):
return _sympy.log10(*args,**kw)
else:
return _numpy.log10(*args,**kw)
def log(*args, **kw):
arg0 = args[0]
if isinstance(arg0, (int, float, long)):
return _math.log10(*args,**kw)
elif isinstance(arg0, complex):
return _cmath.log10(*args,**kw)
elif isinstance(arg0, _sympy.Basic):
return _sympy.log10(*args,**kw)
else:
return _numpy.log10(*args,**kw)
'cosh': lambda x: sympy.cosh(x),
'sinh': lambda x: sympy.sinh(x),
'tanh': lambda x: sympy.tanh(x),
'exp': lambda x: sympy.exp(x),
'acos': lambda x: sympy.acos(x),
'asin': lambda x: sympy.asin(x),
'atan': lambda x: sympy.atan(x),
'acosh': lambda x: sympy.acosh(x),
'asinh': lambda x: sympy.asinh(x),
'atanh': lambda x: sympy.atanh(x),
'abs': lambda x: abs(x),
'mod': lambda x, y: sympy.Mod(x, y),
'erf': lambda x: sympy.erf(x),
'erfc': lambda x: sympy.erfc(x),
'logm': lambda x: sympy.log(abs(x)),
'logm10': lambda x: sympy.log10(abs(x)),
'logm2': lambda x: sympy.log2(abs(x)),
'log1p': lambda x: sympy.log(x + 1),
'floor': lambda x: sympy.floor(x),
'ceil': lambda x: sympy.ceil(x),
'sign': lambda x: sympy.sign(x),
'round': lambda x: sympy.round(x),
}
def pysr(X=None,
y=None,
weights=None,
binary_operators=["plus", "mult"],
unary_operators=["cos", "exp", "sin"],
procs=4,
'cosh': lambda x: sympy.cosh(x),
'sinh': lambda x: sympy.sinh(x),
'tanh': lambda x: sympy.tanh(x),
'exp': lambda x: sympy.exp(x),
'acos': lambda x: sympy.acos(x),
'asin': lambda x: sympy.asin(x),
'atan': lambda x: sympy.atan(x),
'acosh': lambda x: sympy.acosh(x),
'asinh': lambda x: sympy.asinh(x),
'atanh': lambda x: sympy.atanh(x),
'abs': lambda x: sympy.Abs(x),
'mod': lambda x, y: sympy.Mod(x, y),
'erf': lambda x: sympy.erf(x),
'erfc': lambda x: sympy.erfc(x),
'logm': lambda x: sympy.log(sympy.Abs(x)),
'logm10': lambda x: sympy.log10(sympy.Abs(x)),
'logm2': lambda x: sympy.log2(sympy.Abs(x)),
'log1p': lambda x: sympy.log(x + 1),
'floor': lambda x: sympy.floor(x),
'ceil': lambda x: sympy.ceil(x),
'sign': lambda x: sympy.sign(x),
'round': lambda x: sympy.round(x),
}
def pysr(
X=None,
y=None,
weights=None,
procs=4,
populations=None,