beam-search

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

python opencl recurrent-neural-networks speech-recognition beam-search language-model handwriting-recognition ctc loss prefix-search ctc-loss token-passing best-path

UpdatedJul 26, 2021
Python

bshao001 /ChatLearner

Star540

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

python deep-learning tensorflow chatbot beam-search sequence-to-sequence nmt tensorflow-chatbot seq2seq-model rule-based nmt-model

UpdatedNov 13, 2019
Python

guillaumegenthial /im2latex

Star461

Image to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow

tensorflow seq2seq beam-search show-and-tell imagecaptioning attention-seq2seq seq2seq-attn im2latex

UpdatedAug 19, 2020
Python

ywk991112 /pytorch-chatbot

Star396

Pytorch seq2seq chatbot

chatbot pytorch seq2seq beam-search sequence-to-sequence pytorch-tutorial

UpdatedApr 11, 2020
Python

jayparks /tf-seq2seq

Star390

Sequence to sequence learning using TensorFlow.

nlp machine-learning natural-language-processing deep-learning neural-network tensorflow seq2seq beam-search neural-machine-translation sequence-to-sequence nmt natural-language-understanding encoder-decoder

UpdatedApr 16, 2018
Python

Marsan-Ma-zz /tf_chatbot_seq2seq_antilm

Star363

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.

deep-reinforcement-learning beam-search language-model seq2seq-model seq2seq-chatbot

UpdatedFeb 27, 2023
Python

lc222 /seq2seq_chatbot

Star331

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

tensorflow chatbot seq2seq beam-search nmt attention-mechanism

UpdatedApr 9, 2020
Python

yashk2810 /Image-Captioning

Star327

Image Captioning using InceptionV3 and beam search

tensorflow keras cnn lstm image-captioning beam-search

UpdatedAug 26, 2020
Jupyter Notebook

rohithreddy024 /Text-Summarizer-Pytorch

Star320

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

pytorch text-summarization beam-search rl-training mle-training

UpdatedOct 1, 2019
Python

hirofumi0810 /tensorflow_end2end_speech_recognition

Star315

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

tensorflow end-to-end speech-recognition beam-search automatic-speech-recognition speech-to-text attention-mechanism asr timit-dataset ctc timit end-to-end-learning csj librispeech joint-ctc-attention

UpdatedJan 23, 2018
Python

dabasajay /Image-Caption-Generator

Star301

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

deep-learning recurrent-neural-networks lstm attention image-captioning beam-search convolutional-neural-networks vgg16 inceptionv3 attention-mechanism cnn-keras captioning-images bleu-score flickr-dataset inception-v3 bleu attention-model image-caption caption-generation flickr-8k

UpdatedOct 1, 2020
Python

Kyubyong /nlp_made_easy

Star251

Explains nlp building blocks in a simple manner.

nlp seq2seq beam-search bpe

UpdatedSep 23, 2019
Jupyter Notebook

yanwii /seq2seq

Star242

基于Pytorch的中文聊天机器人集成BeamSearch算法

pytorch seq2seq chatbots beam-search pytorch-beamsearch

UpdatedSep 23, 2017
Python

pbhatia243 /Neural_Conversation_Models

Star190

Tensorflow based Neural Conversation Models

tensorflow decoding chatbots neural-conversation-models beam-search

UpdatedMar 16, 2017
Python

nanoporetech /fast-ctc-decode

Star182

Blitzing Fast CTC Beam Search Decoder

beam-search viterbi ctc-decode

UpdatedMay 13, 2024
Rust

Disiok /poetry-seq2seq

Star177

Chinese Poetry Generation

poetry lstm rnn seq2seq beam-search attention-mechanism rnn-tensorflow seq2seq-model poetry-generator rnn-encoder-decoder bidirectional-lstm chinese-poetry

UpdatedSep 9, 2017
Jupyter Notebook

lc222 /seq2seq_chatbot_new

Star143

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

tensorflow chatbot seq2seq beam-search attention-mechanism

UpdatedJan 16, 2018
Python

jiali-ms /JLM

Star109

A fast LSTM Language Model for large vocabulary language like Japanese and Chinese

deep-neural-networks tensorflow decoder language-modeling lstm beam-search viterbi

UpdatedJun 4, 2019
Python

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