christan7652 Goto Github PK

100-nlp-papers

100 Must-Read NLP Papers

500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

abstractive-summarization

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

abstractive-text-summarization

Abstractive Text Summarization of Amazon reviews. Using LSTM model summary of full review is abstracted

abstractive-text-summarization-model-in-keras

Abstractive Text Summarization using Transformer model

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

ai-for-medicine

This repo contains my assignment solutions of AI for Medicine Specialization on Coursera

ai-for-medicine-specialization

I have completed this specialization from Coursera by deeplearning.ai. I have uploaded the solutions of the assignments in this repo.

applied-deep-learning-resources

A collection of research articles, blog posts, slides and code snippets about deep learning in applied settings.

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-cybersecurity-datasets

A curated list of amazingly awesome Cybersecurity datasets

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-learning-music

List of articles related to deep learning applied to music

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-dl4nlp

A curated list of awesome Deep Learning for Natural Language Processing resources

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-text-summarization

A curated list of resources dedicated to text summarization

awesome-text-summarization-1

The guide to tackle with the Text Summarization

awesome-text-summarization-2

Text summarization starting from scratch.

awesome-time-series

list of papers, code, and other resources

awesome-very-deep-learning

♾A curated list of papers and code about very deep neural networks

awsome-deep-learning-for-video-analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

bert-text-classification

This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation

bidirectiona-lstm-for-text-summarization-

A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)

building-a-simple-chatbot-in-python-using-nltk

Building a Simple Chatbot from Scratch in Python (using NLTK)

capstone_project

chat-bot-using-attention

Chatbot built using RNN Encoder and Decoder with attention mechanism

chatbot

In this project, we will build a chatbot using conversations from Cornell University's Movie Dialogue Corpus. The main features of our model are LSTM cells, a bidirectional dynamic RNN, and decoders with attention. The conversations will be cleaned rather extensively to help the model to produce better responses. As part of the cleaning process, punctuation will be removed, rare words will be replaced with "UNK" (our "unknown" token), longer sentences will not be used, and all letters will be in the lowercase. With a larger amount of data, it would be more practical to keep features, such as punctuation. However, I am using FloydHub's GPU services and I don't want to get carried away with too training for too long.