Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.

✭ 83

python word2vec rnn seq2seq bidirectional-rnn cross-entropy

YodaSpeak

Translating English to Yoda English using Sequence-to-Sequence with Tensorflow.

✭ 25

python HTML tensorflow seq2seq yoda

Shakespearizing-Modern-English

Code for "Jhamtani H.*, Gangal V.*, Hovy E. and Nyberg E. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models" Workshop on Stylistic Variation, EMNLP 2017

✭ 64

OpenEdge ABL natural-language-processing style-transfer seq2seq shakespearean-language copynet pointer-network neural-style-transfer

A-Persona-Based-Neural-Conversation-Model

No description or website provided.

✭ 22

python r natural-language-processing acl pytorch seq2seq sequence-to-sequence attention-mechanism dialogue-generation

adversarial-code-generation

Source code for the ICLR 2021 work "Generating Adversarial Computer Programs using Optimized Obfuscations"

✭ 16

python shell Makefile java seq2seq program-analysis combinatorial-optimization adversarial-machine-learning ml4code big-code differentiable-programming code2seq ml4se

chatbot

kbqa task-oriented qa seq2seq ir neo4j jena seq2seq tf chatbot chat

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python HTML bot qa neo4j chatbot seq2seq py2neo task-oriented-dialogue kbqa

transformer

A PyTorch Implementation of "Attention Is All You Need"

✭ 28

python nlp transformer seq2seq attention attention-is-all-you-need

keras-chatbot-web-api

Simple keras chat bot using seq2seq model with Flask serving web

✭ 51

python HTML CSS chatbot seq2seq keras-models seq2seq-model

minimal-nmt

A minimal nmt example to serve as an seq2seq+attention reference.

✭ 36

Jupyter Notebook python tutorial pytorch seq2seq beam-search neural-machine-translation attention-mechanism

sentence2vec

Deep sentence embedding using Sequence to Sequence learning

✭ 23

Jupyter Notebook lua cuda torch seq2seq sentence2vec

Deep-Learning-Tensorflow

Gathers Tensorflow deep learning models.

✭ 50

Jupyter Notebook deep-learning tensorflow encoder chatbot recurrent-neural-networks dcgan seq2seq multi-perceptron attention-seq2seq

CVAE Dial

CVAE_XGate model in paper "Xu, Dusek, Konstas, Rieser. Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity"

✭ 16

python perl emacs lisp shell smalltalk ruby nlp deep-neural-networks deep-learning chatbot dialogue pytorch seq2seq sequence-to-sequence emnlp nlp-machine-learning dialogue-generation variational-autoencoder emnlp2018

Adversarial-Learning-for-Generative-Conversational-Agents

This repository contains a new adversarial training method for Generative Conversational Agents

✭ 71

python nlp chatbot dialog generative-adversarial-network gan seq2seq adversarial-learning

dynmt-py

Neural machine translation implementation using dynet's python bindings

✭ 17

python shell perl deep-learning machine-translation neural-networks seq2seq neural-machine-translation sequence-to-sequence

classifier multi label seq2seq attention

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search

✭ 26

python text-classification tensorflow seq2seq attention albert bert multi-label multi-class-classification text-classifier beamsearch classifier-multi-label

seq3

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

✭ 121

python shell autoencoder summarization seq2seq gumbel-softmax abstractive-summarization sentence-compression seq2seq2seq

chatbot

一个基于深度学习的中文聊天机器人，这里有详细的教程与代码，每份代码都有详细的注释，作为学习是美好的选择。A Chinese chatbot based on deep learning.

✭ 94

python java Batchfile tensorflow chatbot seq2seq attention

NLP-paper

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

✭ 23

word2vec crf pagerank textrank transformer seq2seq lsa glove gpt lda fasttext attention-mechanism albert bert textcnn elmo seq2seq-attention plsa xlnet lad2vec

tensorflow-ml-nlp-tf2

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

✭ 245

Jupyter Notebook nlp chatbot cnn tf2 sts transformer rnn seq2seq ner bert korean-text-processing korean-nlp nli gpt2 korquad nsmc kornli docker-jupyter korsts korner

Word-Level-Eng-Mar-NMT

Translating English sentences to Marathi using Neural Machine Translation

✭ 37

Jupyter Notebook seq2seq neural-machine-translation sequence-to-sequence lstm-neural-networks keras-tensorflow english-to-marathi

SequenceToSequence

A seq2seq with attention dialogue/MT model implemented by TensorFlow.

✭ 11

python shell tensorflow machine-translation dialogue seq2seq attention-mechanism residual

probabilistic nlg

Tensorflow Implementation of Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation (NAACL 2019).

✭ 28

python tensorflow text dialog stochastic autoencoder vae sentence generation seq2seq reconstruction wasserstein wae

lang2logic-PyTorch

PyTorch port of the paper "Language to Logical Form with Neural Attention"

✭ 34

python shell natural-language-processing deep-learning pytorch seq2seq semantic-parsing seq2tree

skt

Sanskrit compound segmentation using seq2seq model

✭ 21

python machine-translation seq2seq word-segmentation sanskrit-segmentation sanskrit

S2VT-seq2seq-video-captioning-attention

S2VT (seq2seq) video captioning with bahdanau & luong attention implementation in Tensorflow

✭ 18

python shell video deep-learning tensorflow seq2seq attention-mechanism captioning

kospeech

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.

✭ 456

python shell end-to-end pytorch transformer speech-recognition las seq2seq jasper asr conformer attention-is-all-you-need korean-speech e2e-asr las-models ksponspeech

convolutional seq2seq

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer

✭ 63

python shell machine-learning deep-neural-networks deep-learning chainer seq2seq

parse seq2seq

A tensorflow implementation of neural sequence-to-sequence parser for converting natural language queries to logical form.

✭ 26

python seq2seq sequence-to-sequence semantic-parsing

avsr-tf1

Audio-Visual Speech Recognition using Sequence to Sequence Models

✭ 76

python HTML javascript CSS tensorflow seq2seq avsr asr lipreading sigmedia tcd-timit

MTA-LSTM-TensorFlow

TensorFlow reimplementation of Topic-to-Essay Generation with Neural Networks.

✭ 67

python tensorflow seq2seq topic-generation mta-lstm

NeuralCodeTranslator

Neural Code Translator provides instructions, datasets, and a deep learning infrastructure (based on seq2seq) that aims at learning code transformations

✭ 32

python shell perl javascript CSS seq2seq software-engineering source-code encoder-decoder

Transformer Temporal Tagger

Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging

✭ 55

python pytorch transformer seq2seq encoder-decoder temporal-tagger bert-model huggingface token-classification

beam search

Beam search for neural network sequence to sequence (encoder-decoder) models.

✭ 31

python seq2seq beam-search

seq2seq-autoencoder

Theano implementation of Sequence-to-Sequence Autoencoder