sf_crime_2.py

sf_crime_2.py

import re
from datetime import datetime
from collections import Counter
from functools import partial
import urllib3.request
import warnings
warnings.simplefilter(action='ignore')

import joblib
import sklearn
import graphviz
import numpy as np
import pandas as pd
from sklearn import tree
from sklearn.metrics import (
    roc_curve,
    confusion_matrix,
    roc_auc_score,
    precision_recall_curve,
    auc
)
from dtreeviz import trees
from pandas_profiling import ProfileReport
import matplotlib.pyplot as plt
import seaborn as sns
import plotly.express as px
import plotly.graph_objects as go
import plotly.figure_factory as ff
from plotly.subplots import make_subplots
import lightgbm as lgb
from shapely.geometry import  Point
import geopandas as gpd
import geoplot as gplt
from fastai.tabular.all import (
    cont_cat_split,
    TabularPandas,
    Categorify,
    FillMissing,
    Normalize,
    add_datepart
)