Spaces:
Sleeping
Sleeping
File size: 2,195 Bytes
c162999 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 |
import gradio as gr
import numpy as np
import matplotlib.pyplot as plt
from scipy import special as sp
def plot_function(function_name, x_min, x_max, y_min, y_max):
functions = {
"abs": np.abs,
"acos": np.arccos,
"acosh": np.arccosh,
"airy": sp.airy,
"asin": np.arcsin,
"asinh": np.arcsinh,
"atan": np.arctan,
"atanh": np.arctanh,
"ceil": np.ceil,
"cos": np.cos,
"cosh": np.cosh,
"erf": lambda x: np.vectorize(sp.erfi)(x).real,
"erfc": lambda x: np.vectorize(sp.erfi)(x).imag,
"exp": np.exp,
"floor": np.floor,
"imag": np.imag,
"int": lambda x: np.vectorize(int)(x),
"inverf": lambda x: np.vectorize(sp.erfi)(x).real,
"invnor": lambda x: np.vectorize(sp.erfi)(x).imag,
"lambertw": lambda x: np.vectorize(sp.lambertw)(x).real,
"log": np.log,
"log10": np.log10,
"real": np.real,
"sgn": lambda x: np.sign(x),
"sin": np.sin,
"sinh": np.sinh,
"sqrt": np.sqrt,
"tanh": np.tanh,
"jv": sp.jv,
"EllipticK": sp.ellipk,
"EllipticE": sp.ellipe,
"erfi": sp.erfi,
"gamma": sp.gamma,
"tan": np.tan
}
x = np.linspace(x_min, x_max, 1000)
y = functions[function_name](x)
plt.ylim(y_min, y_max)
plt.plot(x, y)
plt.title(function_name)
plt.xlabel('x')
plt.ylabel('y')
plt.grid(True)
plt.tight_layout()
return plt.gcf()
evals = ["abs", "acos", "acosh", "airy", "asin", "asinh", "atan", "atanh", "cdawson", "ceil", "cerf", "cos", "cosh", "erf", "erfc", "exp", "floor", "imag", "int", "inverf", "invnor", "lambertw", "lgamma", "log", "log10", "real", "sgn", "sin", "sinh", "sqrt", "tanh", "jv", "besj0", "besj1", "besy0", "EllipticK", "EllipticE", "besy1", "erfi", "gamma", "tan"]
inputs = [
gr.Dropdown(choices=evals),
gr.Number(0, label="x min"),
gr.Number(1, label="x max"),
gr.Number(0, label="y min"),
gr.Number(1, label="y max"),
]
iface = gr.Interface(
title='gnuplot',
fn=plot_function,
inputs=inputs,
outputs="plot",
live=True
)
iface.launch()
|