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# 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 |
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# 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') |
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# 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): | |
""" |
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''' | |
Utilities for manipulating sqlalchemy connection to keboola workspace. | |
Example usage:: | |
from getpass import getpass | |
from kbcstorage.client import Client | |
import sqlalchemy as sqa |
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04c7074a2a2c094a81c8fb23c3766d17b162de6d09baaf1916544e35f8af30159c8d4da5ebcb14dc18b2c1e1ac30749a05a2a58169b9c933714376a6efa08ce53b;tinybot-ca |
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FROM continuumio/miniconda3:latest | |
RUN conda update conda -y | |
WORKDIR /opt/example/ | |
COPY environment.yml /opt/example/ | |
COPY ex_bokeh.ipymd /opt/example/ |
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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)) | |
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""" | |
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__) |
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name: test4ds | |
dependencies: | |
- python>=3.7 | |
- scikit-learn=0.21.2 | |
- pandas=0.24.2 | |
- numpy=1.16.4 | |
- pip | |
- pip: | |
- pytest | |
- pytest-cov |
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#!/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): | |
""" |
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