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@jkleint
jkleint / timeseries_cnn.py
Created July 29, 2016 04:05
Example of using Keras to implement a 1D convolutional neural network (CNN) for timeseries prediction.
#!/usr/bin/env python
"""
Example of using Keras to implement a 1D convolutional neural network (CNN) for timeseries prediction.
"""
from __future__ import print_function, division
import numpy as np
from keras.layers import Convolution1D, Dense, MaxPooling1D, Flatten
from keras.models import Sequential
@tomokishii
tomokishii / mnist_cnn_bn.py
Last active December 14, 2023 03:55
MNIST using Batch Normalization - TensorFlow tutorial
#
# mnist_cnn_bn.py date. 5/21/2016
# date. 6/2/2017 check TF 1.1 compatibility
#
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
@tommycarpi
tommycarpi / ipython_notebook+spark.md
Last active September 3, 2021 10:14
Link Apache Spark with IPython Notebook

How to link Apache Spark 1.6.0 with IPython notebook (Mac OS X)

Tested with

Python 2.7, OS X 10.11.3 El Capitan, Apache Spark 1.6.0 & Hadoop 2.6

Download Apache Spark & Build it

Download Apache Spark and build it or download the pre-built version.

@tevino
tevino / fix_virtualenv
Last active December 28, 2024 15:11
Fix python virtualenv after python update
#!/usr/bin/env bash
ENV_PATH="$(dirname "$(dirname "$(which pip)")")"
SYSTEM_VIRTUALENV="$(which -a virtualenv|tail -1)"
BAD_ENV_PATHS="/usr/local"
echo "Ensure the root of the broken virtualenv:"
echo " $ENV_PATH"
@mblondel
mblondel / svm.py
Last active September 10, 2024 08:11
Support Vector Machines
# Mathieu Blondel, September 2010
# License: BSD 3 clause
import numpy as np
from numpy import linalg
import cvxopt
import cvxopt.solvers
def linear_kernel(x1, x2):
return np.dot(x1, x2)