A Simple ChatBot using Deep Learning Neural Network
I faced some issues during implementaiton of tfLearn using python 3.7 and it worked for me with python 3.65
Let's first import all the packages that you will need during this project.
- numpy is the fundamental package for scientific computing with Python.
- sklearn provides simple and efficient tools for data mining and data analysis.
- nltk is a package to work with human language data.
- tensorflow is an open source high level library, using data flow graphs to build models.
- tflearn is a deep learning library built on top of Tensorflow.
- Pickle it's pre-built python libraries used for
Savingandloadingmodels. - json Refer to Documentation
import nltk
from nltk.stem.lancaster import LancasterStemmer
stemmer = LancasterStemmer()
import numpy as np
import tensorflow as tf
import tflearn
import random
import json tf.reset_default_graph()
net = tflearn.input_data(shape=[None, len(training[0])]) # input layer,
net = tflearn.fully_connected(net, 8) # hidden layer
net = tflearn.fully_connected(net, 8) # hidden layer
net = tflearn.fully_connected(net, len(output[0]), activation="softmax") # activation function along with output
net = tflearn.regression(net)
model = tflearn.DNN(net) git clone https://github.com/iNuman/ChatBot
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