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seq2seq

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transformers

huggingface / transformers

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[examples] add `main_process_first` context manager to datasets map calls

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stas00 commented Jun 25, 2021

We need to replay this addition that has been modelled in run_translation.py in huggingface/transformers#12351 to all other pytorch examples

The actual changes for the model example are:
https://github.com/huggingface/transformers/pull/12351/files#diff-09777f56cee1060a535a72ce99a6c96cdb7f330c8cc3f9dcca442b3f7768237a
(just run_translation.py)

Here is a time-saver

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Good First Issue

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Add error message to Wav2Vec2 & Hubert if labels > vocab_size

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[Performance] Tracking open Issues and PRs (pytorch transformers)

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Screenshot-to-code

emilwallner / Screenshot-to-code

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A neural network that transforms a design mock-up into a static website.

machine-learning deep-learning jupyter keras jupyter-notebook cnn lstm floydhub seq2seq cnn-keras encoder-decoder

Updated May 26, 2021
HTML

wb14123 / seq2seq-couplet

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Play couplet with seq2seq model. 用深度学习对对联。

machine-learning deep-learning seq2seq

Updated Oct 9, 2019
Python

spro / practical-pytorch

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Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

nlp natural-language-processing seq2seq natural-language-generation nlg

Updated Nov 2, 2020
Jupyter Notebook

huseinzol05 / Stock-Prediction-Models

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Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

deep-learning monte-carlo trading-bot lstm stock-market stock-price-prediction seq2seq learning-agents stock-price-forecasting evolution-strategies lstm-sequence stock-prediction-models deep-learning-stock strategy-agent monte-carlo-markov-chain

Updated Mar 2, 2021
Jupyter Notebook

bentrevett / pytorch-seq2seq

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Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

tutorial pytorch transformer lstm gru rnn seq2seq attention neural-machine-translation sequence-to-sequence encoder-decoder pytorch-tutorial pytorch-tutorials encoder-decoder-model pytorch-implmention pytorch-nlp torchtext pytorch-implementation pytorch-seq2seq cnn-seq2seq

Updated Mar 12, 2021
Jupyter Notebook

Conchylicultor / DeepQA

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My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

deep-learning tensorflow chatbot seq2seq

Updated Jul 21, 2019
Python

tensorflow / lingvo

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Lingvo

nlp research translation tensorflow machine-translation speech distributed tts speech-synthesis mnist speech-recognition lm seq2seq speech-to-text gpu-computing language-model asr

Updated Jun 26, 2021
Python

spark-nlp

JohnSnowLabs / spark-nlp

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State of the Art Natural Language Processing

nlp natural-language-processing spark sentiment-analysis text-classification tensorflow machine-translation transformers language-detection pyspark named-entity-recognition seq2seq lemmatizer spell-checker albert bert part-of-speech-tagger entity-extraction spark-ml xlnet

Updated Jun 25, 2021
Scala

BrikerMan / Kashgari

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Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

nlp machine-learning text-classification named-entity-recognition seq2seq transfer-learning ner bert sequence-labeling nlp-framework bert-model text-labeling gpt-2

Updated May 5, 2021
Python

golbin / TensorFlow-Tutorials

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텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

tutorial deep-learning neural-network tensorflow word2vec chatbot cnn gan mnist dqn rnn autoencoder seq2seq inception

Updated Mar 23, 2019
Python

zzw922cn / awesome-speech-recognition-speech-synthesis-papers

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Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

roadmap neural-network cnn dnn tts speech-synthesis speech-recognition rnn seq2seq automatic-speech-recognition papers language-model attention-mechanism speaker-verification timit-dataset acoustic-model recognition-synthesis

Updated Jun 25, 2021

fendouai / Awesome-Chatbot

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Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>:

awesome tutorial tensorflow chatbot corpus seq2seq seq2seq-model seq2seq-chatbot

Updated Feb 10, 2020
Python

Arturus / kaggle-web-traffic

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1st place solution

timeseries time-series tensorflow kaggle rnn seq2seq cudnn rnn-encoder-decoder kaggle-web-traffic cocob

Updated Oct 15, 2018
Jupyter Notebook

Delta-ML / delta

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DELTA is a deep learning based natural language and speech processing platform.

Updated Apr 16, 2021
Python

PaddlePaddle / PaddleNLP

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关于一些具体建议

3

myboyliu commented Jun 25, 2021

1.希望可以把底层的api文档再完善一些，比如encoder,decoder，以便于复现一些论文
2.希望可以维护一个pytorch和paddle的api对照一览表，尽量全一些
3.错误日志能否准确一些，有时候datalaoder出的一些错误信息不好定位
4.能否增加使用梯度累加特性，进一步提高batch size

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good first issue

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预训练模型下载地址修改

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examples中的electra支持中文的预训练吗？

1

NVIDIA / OpenSeq2Seq

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Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

text-to-speech deep-learning tensorflow multi-node speech-synthesis speech-recognition seq2seq speech-to-text neural-machine-translation sequence-to-sequence language-model multi-gpu float16 mixed-precision

Updated May 11, 2021
Python

lukalabs / cakechat

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CakeChat: Emotional Generative Dialog System

nlp deep-learning tensorflow keras seq2seq dialogue-agents seq2seq-model seq2seq-chatbot dialogue-systems conversational-agents conversational-bots dialog-systems conversational-ai

Updated May 25, 2020
Python

IBM / pytorch-seq2seq

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An open source framework for seq2seq models in PyTorch.

pytorch seq2seq deeplearning

Updated Dec 26, 2019
Python

awslabs / sockeye

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Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

machine-learning deep-neural-networks translation deep-learning mxnet machine-translation transformer seq2seq neural-machine-translation sequence-to-sequence gluon attention-mechanism encoder-decoder attention-model sequence-to-sequence-models attention-alignment-visualization attention-is-all-you-need sockeye transformer-architecture transformer-network

Updated Jun 17, 2021
Python

seq2seq-signal-prediction

guillaume-chevalier / seq2seq-signal-prediction

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Regenerate charts in English rather than in French [master branch only]

guillaume-chevalier commented Nov 26, 2017

The code would already produce charts in English. However, the current charts are in French.

One would need to try all the exercises to regenerate new charts, incorporate them in the notebook, and then regenerate the README in a clean way, as well as the .py file if the code in the notebook changed.

The French branch (which is named francais) should remain untouched.

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good first issue

emedvedev / attention-ocr

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A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

machine-learning ocr tensorflow google-cloud ml cnn seq2seq image-recognition hacktoberfest ocr-recognition google-cloud-ml

Updated Feb 23, 2021
Python

CLUEbenchmark / CLUENER2020

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CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

dataset named-entity-recognition chinese seq2seq sequence-to-sequence ner albert bert sequence-labeling chinese-ner roberta fine-grained-ner chinesener

Updated Dec 3, 2020
Python

macournoyer / neuralconvo

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Neural conversational model in Torch

machine-learning deep-learning torch seq2seq neural-conversation-models

Updated May 6, 2021
Lua

MaximumEntropy / Seq2Seq-PyTorch

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Sequence to Sequence Models with PyTorch

deep-learning pytorch rnn seq2seq

Updated Jun 19, 2017
Python

keon / seq2seq

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Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

deep-learning machine-translation seq2seq

Updated Dec 13, 2020
Python

suriyadeepan / practical_seq2seq

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A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly

tensorflow chatbot seq2seq neural-conversation-models

Updated Jan 12, 2018
Jupyter Notebook

dongjun-Lee / text-summarization-tensorflow

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Tensorflow seq2seq Implementation of Text Summarization.

tensorflow text-summarization seq2seq encoder-decoder

Updated Nov 19, 2018
Python

eladhoffer / seq2seq.pytorch

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Sequence-to-Sequence learning using PyTorch

deep-learning seq2seq neural-machine-translation

Updated Nov 12, 2019
Python

MorvanZhou / NLP-Tutorials

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Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

nlp tutorial transformer seq2seq attention gpt bert w2v elmo

Updated Jun 5, 2021
Python

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