Eric eric2323223

eric2323223 / logistic-regression.ipynb

Created June 2, 2017 10:03 — forked from vietjtnguyen/logistic-regression.ipynb

IPython Notebook on Logistic Regression

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eric2323223 / timeseries_cnn.py

Created November 1, 2017 14:04 — forked from jkleint/timeseries_cnn.py

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

eric2323223 / rnn_viz_keras.py

Created February 24, 2018 04:06 — forked from tokestermw/rnn_viz_keras.py

Recurrent Neural Network (RNN) visualizations using Keras.

	from __future__ import print_function

	from keras import backend as K
	from keras.engine import Input, Model, InputSpec
	from keras.layers import Dense, Activation, Dropout, Lambda
	from keras.layers import Embedding, LSTM
	from keras.optimizers import Adam
	from keras.preprocessing import sequence
	from keras.utils.data_utils import get_file
	from keras.datasets import imdb

eric2323223 / gaussian-processes-1.ipynb

Created April 16, 2019 09:56 — forked from abridgland/gaussian-processes-1.ipynb

A Jupyter notebook to accompany Intro to Gaussian Processes - Part I at http://bridg.land/posts/gaussian-processes-1

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