meta-babi-bot

bAbI.-.Meta.Research._.Meta.Research.-.27.August.2022.mp4

Build a Question and Answer ChatBot Capable of Lateral Thinking

LSTM Architecture:

Model Metrics:

Imports:

• numpy
• pickle
• from keras.preprocessing.sequence import pad_sequences
• from keras.preprocessing.text import Tokenizer
• from keras.models import Sequential, Model
• from keras.layers.embeddings import Embedding
• from keras.layers import Input, Activation, Dense, Permute, Dropout
• from keras.layers import add, dot, concatenate
• from keras.layers import LSTM
• import matplotlib.pyplot as plt
• %matplotlib inline (for jupyter notebooks)

Data used in project is located in TextFiles folder:

• test_qa.txt
• train_qa.txt

Resources:

• End-to-End Memory Networks
• Meta Research

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Code along: