Ogaday

# Python 3.5
import numpy as np
import matplotlib.pyplot as plt

from keras.models import Sequential
from keras.layers.core import Dense, Activation
from keras.optimizers import SGD

from sklearn.metrics import mean_squared_error

Ogaday

# Python 3
# coding: utf-8

import spacy
from spacy.attrs import HEAD, DEP
from spacy.symbols import nsubj, root, dobj, punct
from numpy import ndarray

nlp = spacy.load('en')

Ogaday

# coding: utf-8
"""
Plot horizontal and vertical joining lines for coordinates described by
arrays `x` & `y`.
"""
import numpy as np
import matplotlib.pyplot as plt

def lines(x, y, first='x', ax=None, **kwargs):
    """

Ogaday

'''
Utilities for manipulating sqlalchemy connection to keboola workspace.

Example usage::

    from getpass import getpass

    from kbcstorage.client import Client
    import sqlalchemy as sqa

Ogaday

04c7074a2a2c094a81c8fb23c3766d17b162de6d09baaf1916544e35f8af30159c8d4da5ebcb14dc18b2c1e1ac30749a05a2a58169b9c933714376a6efa08ce53b;tinybot-ca

Ogaday

FROM continuumio/miniconda3:latest

RUN conda update conda -y

WORKDIR /opt/example/

COPY environment.yml /opt/example/

COPY ex_bokeh.ipymd /opt/example/

Ogaday

import numpy as np


def mae(y_true, y_pred):
    '''
    Caluclate mean absolute error between two vectors
    '''
    return np.mean(np.abs(y_pred - y_true))

Ogaday

"""
Implementation of a function that returns elements from the Fibonacci sequence using DP

https://en.wikipedia.org/wiki/Fibonacci_number
https://en.wikipedia.org/wiki/Dynamic_programming
"""
import logging


logger = logging.getLogger(__name__)

Ogaday

name: test4ds
dependencies:
  - python>=3.7
  - scikit-learn=0.21.2
  - pandas=0.24.2
  - numpy=1.16.4
  - pip
  - pip:
    - pytest
    - pytest-cov

Ogaday

#!/usr/bin/python3
"""
Simulation of the solution to a problem from a blog post by Nadbordrozd:
http://nadbordrozd.github.io/interviews/index.html
"""
from random import Random


def count_updates(x):
    """