weibull.py

# -*- coding: utf-8 -*-
# @author: Longxing Tan, tanlongxing888@163.com
# @date: 2019-05
# This script is to define the core weibull
# https://github.com/slightlynybbled/weibull/blob/master/weibull/weibull.py
# https://github.com/MatthewReid854/reliability


import logging
import numpy as np
import pandas as pd
from scipy import stats
import matplotlib.pyplot as plt
from sklearn import linear_model

logger = logging.getLogger(__name__)
logging.basicConfig(level=logging.WARN)


def transform_x():
    # detailed explanation about did like this, please refer to the docs
    pass


def transform_y():
    pass


def inverse_transform_y():
    pass


class Weibull(object):
    def __init__(self):
        pass

    def train(self):
        pass

    def predict(self):
        pass

    def predict_calendar(self):
        pass

    def plot(self):
        pass

    def _confidence(self):
        pass