fawazsammani/chatbot-transformer

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Updated over 4 years ago

fawazsammani/chatbot-transformer

fawazsammani

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Building a Chatbot in PyTorch using Transformers

PyTorch Implementation of a Chatbot using Transformers and Universal Transformers

This is an experiment on using Transformers to build a Chatbot (Question-Answer System). The code is heavily commented and is more like a tutorial.

Requirements

PyTorch 1.1.0 or higher, Python 3.6/3.7

Dataset

Download the Cornell Movie Dialog Corpus from here and unzip the file to your directory

Files

preprocess.py: Dataset Preproceesing
utils.py: Utilities
models.py: Transformer Models
train.py: Training Script
chat.py: Evaluation/Chatting Script

The-Complete-Neural-Networks-Bootcamp-Theory-Applications

Code Files for the Udemy Course: The Complete Neural Networks Bootcamp: Theory, Applications

Jupyter Notebook

awesome-mlp-mixer

Transformers w/o Attention, based fully on MLPs

knowing-when-to-look-adaptive-attention

PyTorch Implementation of Knowing When to Look: Adaptive Attention via a Visual Sentinal for Image Captioning

nlxgpt

NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)

mogrifier-lstm-pytorch

Implementation of Mogrifier LSTM in PyTorch

awesome-vision-language-pretraining

Awesome Vision-Language Pretraining Papers

look-and-modify

Look and Modify: Modification Networks for Image Captioning, BMVC 2019

awesome-xai

Papers about Explainable AI (Deep Learning-based)

awesome-self-supervised-vision

Awesome Self-Supervised Vision Learning

Deep-Convolutional-Networks-for-Magnification-of-DICOM-Brain-Images

Implementation of Deep CNNs for Magnification of DICOM Brain Images

explain-cl

Visualizing and Understanding Contrastive Learning, TIP 2023

image-proceesing-applications

A Complete GUI designed in MATLAB for various basic image processing operations

uni-nlx

Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks, ICCVW 2023, Oral, Honourable Mention Award

An-accurate-method-to-calculate-the-color-difference-in-a-single-image

MATLAB implementation of An accurate method to calculate the color difference in a single image

Optical-power-measurement-using-image-processing

MATLAB implementation of the Paper: Optical Power Measurement using Image Processing Techniques

fsammani.github.io

word-search-puzzle-solver

Word Search Puzzle Solver using C