Update app.py

app.py

@@ -1,60 +1,11 @@
-import numpy as np
-import matplotlib.pylab as plt
-import ruptures as rpt
+
 import streamlit as st
-from ruptures.metrics import precision_recall
-from ruptures.metrics import hausdorff
-from ruptures.metrics import randindex
+
 
 st.title("Change Point Detection")
 # Generating Signal
 
-def pw_constant_input(n,dim,n_bkps,sigma):
-    """Piecewise constant (pw_constant)"""
-    # n, dim  # number of samples, dimension
-    # n_bkps, sigma # number of change points, noise standard deviation
-    signal, bkps = rpt.pw_constant(n, dim, n_bkps, noise_std=sigma)
-    rpt.display(signal, bkps)
-    return signal,bkps
-
-def pw_linear_input(n,dim,n_bkps,sigma):
-    """Piecewise Linear"""
-    # creation of data
-    # n, dim = 500, 3  # number of samples, dimension of the covariates
-    # n_bkps, sigma = 3, 5  # number of change points, noise standart deviation
-    signal, bkps = rpt.pw_linear(n, dim, n_bkps, noise_std=sigma)
-    rpt.display(signal, bkps)
-    return signal,bkps
-
-def pw_normal_input(n,dim,n_bkps,sigma):
-    """Piecewise 2D Gaussian process (pw_normal)#"""
-    # creation of data
-    #n = 500  # number of samples
-    #n_bkps = 3  # number of change points
-    signal, bkps = rpt.pw_normal(n, n_bkps)
-    rpt.display(signal, bkps)
-    return signal,bkps
-
-def pw_wavy_input(n,dim,n_bkps,sigma):
-    # creation of data
-    #n, dim = 500, 3  # number of samples, dimension
-    #n_bkps, sigma = 3, 5  # number of change points, noise standart deviation
-    signal, bkps = rpt.pw_wavy(n, n_bkps, noise_std=sigma)
-    rpt.display(signal, bkps)
-    return signal,bkps
-
-input_list = ['piecewiseConstant','piecewiseLinear','piecewiseNormal','piecewiseSinusoidal']
-generate_signal = st.selectbox(label = "Choose an input signal", options = input_list)
-
-
-
-n,dim,n_bkps,sigma = st.columns(4)
-with n:
-    n= st.number_input('No of Samples',min_value=100,step=1)
-with dim:
-    dim = st.number_input('No of dimesions',min_value=1,max_value = 5,step=1)
-with n_bkps:
-    n_bkps = st.number_input('No of breakpoints',min_value=2,step=1)
-with sigma:
-    sigma = st.number_input('Variance',min_value=1,max_value=4,step=1)
+
+
+