repo_name stringlengths 6 112 | path stringlengths 4 204 | copies stringclasses 257
values | size stringlengths 4 7 | content stringlengths 585 1.04M | license stringclasses 15
values |
|---|---|---|---|---|---|
0asa/scikit-learn | examples/cluster/plot_mini_batch_kmeans.py | 265 | 4081 | """
====================================================================
Comparison of the K-Means and MiniBatchKMeans clustering algorithms
====================================================================
We want to compare the performance of the MiniBatchKMeans and KMeans:
the MiniBatchKMeans is faster, but give... | bsd-3-clause |
MJJoyce/climate | mccsearch/code/mainProgTemplate.py | 5 | 4713 | #
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may n... | apache-2.0 |
CurryEleison/elblogreader | downloadrecent.py | 1 | 1724 | from AwsElbLogUtil import LogFileList, LogFileDownloader, UTC
from datetime import datetime
import boto3
import pandas as pd
def main():
s3 = boto3.resource('s3')
# reftime = datetime(2016, 11, 23, 23, 30, 00, 0, UTC())
# Set up to get recent logfiles
loglistgetter = LogFileList(s3res = s3, minimumfil... | mit |
oliverlee/sympy | sympy/external/tests/test_importtools.py | 91 | 1215 | from sympy.external import import_module
# fixes issue that arose in addressing issue 6533
def test_no_stdlib_collections():
'''
make sure we get the right collections when it is not part of a
larger list
'''
import collections
matplotlib = import_module('matplotlib',
__import__kwargs={... | bsd-3-clause |
ledbetdr/keras | tests/auto/test_regularizers.py | 75 | 2372 | import unittest
import numpy as np
np.random.seed(1337) # for reproducibility
from keras.models import Sequential
from keras.layers.core import Merge, Dense, Activation, Flatten, ActivityRegularization
from keras.layers.embeddings import Embedding
from keras.datasets import mnist
from keras.utils import np_utils
from ... | mit |
jm-begon/scikit-learn | examples/ensemble/plot_ensemble_oob.py | 259 | 3265 | """
=============================
OOB Errors for Random Forests
=============================
The ``RandomForestClassifier`` is trained using *bootstrap aggregation*, where
each new tree is fit from a bootstrap sample of the training observations
:math:`z_i = (x_i, y_i)`. The *out-of-bag* (OOB) error is the average er... | bsd-3-clause |
nkmk/python-snippets | notebook/warnings_basic.py | 1 | 2904 | import warnings
import pandas as pd
df = pd.DataFrame([[0, 1, 2], [3, 4, 5]])
df.ix[0, 0] = 0
# /usr/local/lib/python3.7/site-packages/ipykernel_launcher.py:1: FutureWarning:
# .ix is deprecated. Please use
# .loc for label based indexing or
# .iloc for positional indexing
#
# See the documentation here:
# http://p... | mit |
guaix-ucm/megaradrp | megaradrp/recipes/calibration/arc.py | 2 | 31646 | #
# Copyright 2015-2021 Universidad Complutense de Madrid
#
# This file is part of Megara DRP
#
# SPDX-License-Identifier: GPL-3.0+
# License-Filename: LICENSE.txt
#
"""Arc Calibration Recipe for Megara"""
from __future__ import division, print_function
import traceback
from datetime import datetime
import numpy
fr... | gpl-3.0 |
danieljl/keras-image-captioning | keras_image_captioning/hyperparam_search.py | 1 | 9552 | import fire
import itertools
import os
import signal
import sh
import sys
import traceback
from concurrent.futures import ThreadPoolExecutor
from random import uniform
from threading import Lock, Semaphore
from time import sleep
from tempfile import gettempdir, NamedTemporaryFile
from .config import (active_config, w... | mit |
jorge2703/scikit-learn | examples/applications/plot_species_distribution_modeling.py | 254 | 7434 | """
=============================
Species distribution modeling
=============================
Modeling species' geographic distributions is an important
problem in conservation biology. In this example we
model the geographic distribution of two south american
mammals given past observations and 14 environmental
varia... | bsd-3-clause |
SitiBanc/1061_NCTU_IOMDS | 0927/Homework2/0927_HW2-1.py | 1 | 1427 | #!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Wed Sep 27 20:51:56 2017
@author: sitibanc
"""
import math
from scipy.stats import norm
import numpy as np
import matplotlib.pyplot as plt
# Black-Sholes定價模型
def blscall(s, l, t, r, sigma):
d1 = math.log(s/l) + ( r + 0.5 * sigma ** 2) * t / sigma * mat... | apache-2.0 |
JPFrancoia/scikit-learn | examples/linear_model/plot_lasso_coordinate_descent_path.py | 63 | 2945 | """
=====================
Lasso and Elastic Net
=====================
Lasso and elastic net (L1 and L2 penalisation) implemented using a
coordinate descent.
The coefficients can be forced to be positive.
"""
print(__doc__)
# Author: Alexandre Gramfort <alexandre.gramfort@inria.fr>
# License: BSD 3 clause
from itert... | bsd-3-clause |
Caranarq/01_Dmine | 05_Industria/P0502/P0502.py | 1 | 2972 | # -*- coding: utf-8 -*-
"""
Started on fri, aug 3rd, 2018
@author: carlos.arana
"""
# Librerias utilizadas
import pandas as pd
import sys
module_path = r'D:\PCCS\01_Dmine\Scripts'
if module_path not in sys.path:
sys.path.append(module_path)
from VarInt.VarInt import VarInt
from classes.Meta import Meta
from Compi... | gpl-3.0 |
mbalassi/streaming-performance | src/test/resources/Performance/LatencyHistogram.py | 1 | 2941 | # -*- coding: utf-8 -*-
import matplotlib.pyplot as plt
import numpy as np
import os
import sys
def read_csv_dir(csv_dir):
retval = []
fnameList = []
for fname in os.listdir(csv_dir):
if '.csv' in fname:
fnameList.append(fname)
for fname in fnameList:
csv_list = read_csv(cs... | apache-2.0 |
alisidd/tensorflow | tensorflow/contrib/keras/api/keras/applications/vgg16/__init__.py | 57 | 1133 | # Copyright 2016 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... | apache-2.0 |
LucaDiStasio/thinPlyMechanics | python/curvatureImageAnalysis.py | 1 | 2256 | # -*- coding: utf-8 -*-
'''
=====================================================================================
Copyright (c) 2016-2018 Université de Lorraine & Luleå tekniska universitet
Author: Luca Di Stasio <luca.distasio@gmail.com>
<luca.distasio@ingpec.eu>
This program is free software... | apache-2.0 |
jwiggins/scikit-image | doc/tools/plot_pr.py | 34 | 4128 | import json
import urllib
import dateutil.parser
from collections import OrderedDict
from datetime import datetime, timedelta
from dateutil.relativedelta import relativedelta
import numpy as np
import matplotlib.pyplot as plt
from matplotlib.ticker import FuncFormatter
from matplotlib.transforms import blended_transfo... | bsd-3-clause |
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