Mauro Camara Escudero MauroCE

Passionate about Machine Learning. Machine Learning PhD at the University of Bristol. Generative Models, Sampling, Likelihood-free Inference

MauroCE / lstm_keras

Last active January 22, 2018 21:18

	# Import relevant modules
	import pandas as pd
	import numpy as np
	import matplotlib.pyplot as plt
	from sklearn.model_selection import train_test_split
	from keras.layers import Dense, LSTM
	from keras.models import Sequential

	# Decide some settings
	batch_size = 100

MauroCE / MLP in TF with Cosine Similarity

Last active April 3, 2019 17:13

Multi Layer Perceptron with Tensor Flow for regression/time series prediction using cosine similarity

	import tensorflow as tf
	import pandas as pd
	from sklearn.model_selection import train_test_split
	from math import sqrt

	class tfMLPRegressor():
	'''
	Class Implementing a MLP in TF for time series prediction.
	'''
	def __init__(self, X, y):

MauroCE / Multi-Layer Perceptron in TensorFlow for Time Series Prediction

Last active June 4, 2021 08:08

	import tensorflow as tf
	import pandas as pd
	from sklearn.model_selection import train_test_split
	from math import sqrt

	class tfMLPRegressor():
	'''
	Class Implementing a MLP in TF for time series prediction.
	'''
	def __init__(self, X, y):