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laksh9950 / py_stdlib.md
Created October 15, 2020 13:20 — forked from jph00/py_stdlib.md
Hyperlinked index to every module, function, and class in the Python standard library
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laksh9950 / check_convex.py
Created December 22, 2019 13:19 — forked from mblondel/check_convex.py
A small script to get numerical evidence that a function is convex
# Authors: Mathieu Blondel, Vlad Niculae
# License: BSD 3 clause
import numpy as np
def _gen_pairs(gen, max_iter, max_inner, random_state, verbose):
rng = np.random.RandomState(random_state)
# if tuple, interpret as randn
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laksh9950 / catboost_model.py
Created October 17, 2019 15:53 — forked from akatasonov/catboost_model.py
A2 Flights solution
import os
import pandas as pd
from sklearn.model_selection import train_test_split, StratifiedKFold
from sklearn.metrics import classification_report, confusion_matrix, log_loss, accuracy_score, roc_auc_score
import numpy as np
from catboost import CatBoostClassifier, Pool, cv
from datetime import date, timedelta
#import shap
import matplotlib.pyplot as pl
#from imblearn.over_sampling import SMOTENC