govorunov

import numpy as np


def np_z_trim(x, threshold=10, axis=0):
    """ Replace outliers in numpy ndarray along axis with min or max values
    within the threshold along this axis, whichever is closer."""
    mean = np.mean(x, axis=axis, keepdims=True)
    std = np.std(x, axis=axis, keepdims=True)
    masked = np.where(np.abs(x - mean) < threshold * std, x, np.nan)
    min = np.nanmin(masked, axis=axis, keepdims=True)

govorunov

from joblib import Parallel, delayed, effective_n_jobs
import pandas as pd


def gen_even_slices(n, n_packs, *, n_samples=None):
    """Generator to create n_packs slices going up to n.
    Parameters
    ----------
    n : int
    n_packs : int

govorunov

govorunov

#!/bin/bash

# Calculate lines of code in all *.py files excepting folders containig 'site-packages' in names
cat `find -name '*.py' ! -path '*site-packages*'` | wc -l -

govorunov

from django.db import models
from typing import Iterable

class ListField(models.TextField):
    """
    A custom Django field to represent lists as comma separated strings
    """

    def __init__(self, *args, **kwargs):
        self.token = kwargs.pop('token', ',')

govorunov

#!/usr/bin/env python2
"""
Solar Analytics code assignment
"""
from __future__ import print_function

__author__ = "Yaroslav Hovorunov"
__version__ = "0.1.0"
__license__ = "MIT"

govorunov