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LSTM-Human-Activity-Recognitionby guillaume-chevalier
Jupyter Notebook 
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Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
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Recurrent neural network for audio noise reduction
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A simple but complete full-attention transformer with a set of promising experimental features from various papers
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deep-learning-keras-tensorflowby leriomaggio
Jupyter Notebook 2933 Version:Current License: Permissive (MIT)
Introduction to Deep Neural Networks with Keras and Tensorflow
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My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
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A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
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Simple and comprehensive tutorials in TensorFlow
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Deep learning driven jazz generation using Keras & Theano!
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GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
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End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
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Lingvo
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keras-attention-mechanismby philipperemy
Python 2723 Version:Current License: Permissive (Apache-2.0)
Attention mechanism Implementation for Keras.
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Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
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CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
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TensorFlow Tutorials
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A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
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Implementation of BERT that could load official pre-trained models for feature extraction and prediction
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a-PyTorch-Tutorial-to-Image-Captioningby sgrvinod
Python 2408 Version:Current License: Permissive (MIT)
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
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pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
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AI 写小说，生成玄幻和言情网文等等。中文预训练生成模型。采用我的 RWKV 模型，类似 GPT-2 。AI写作。RWKV for Chinese novel generation.
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Large-scale pretraining for dialogue
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ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
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Convolutional recurrent network in pytorch
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deep-learning-time-seriesby Alro10
Jupyter Notebook 2139 Version:Current License: Permissive (Apache-2.0)
List of papers, code and experiments using deep learning for time series forecasting
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Evolutionary Scale Modeling (esm): Pretrained language models for proteins
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Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
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텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
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Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
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Getting-Things-Done-with-Pytorchby curiousily
Jupyter Notebook 1971 Version:Current License: Permissive (Apache-2.0)
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
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Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE
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Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>:
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Reformer, the efficient Transformer, in Pytorch
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biaxial-rnn-music-compositionby danieldjohnson
Python 1902 Version:Current License: Permissive (BSD-2-Clause)
A recurrent neural network designed to generate classical music.
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LSTM and QRNN Language Model Toolkit for PyTorch
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Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
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Super easy library for BERT based NLP models
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Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
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Longformer: The Long-Document Transformer
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1st place solution
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DeepLearning_tutorialsby xiaohu2015
Jupyter Notebook 1739 Version:Current
License: No License (No License)
License: No License (No License)The deeplearning algorithms implemented by tensorflow
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Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
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Datasets, SOTA results of every fields of Chinese NLP
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Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
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Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
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该仓库主要记录 NLP 算法工程师相关的面试题
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Keras Temporal Convolutional Network.
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General code to convert a trained keras model into an inference tensorflow model
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CakeChat: Emotional Generative Dialog System
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Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
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Minimal, clean example of lstm neural network training in python, for learning purposes.
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LSTM-Human-Activity-Recognitionby guillaume-chevalier
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
Jupyter Notebook 3162Updated: 11 mo ago License: Permissive (MIT)
3162Updated: 11 mo ago License: Permissive (MIT)Support
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rnnoiseby xiph
Recurrent neural network for audio noise reduction
C 3041Updated: 12 mo ago License: Permissive (BSD-3-Clause)
3041Updated: 12 mo ago License: Permissive (BSD-3-Clause)Support
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x-transformersby lucidrains
A simple but complete full-attention transformer with a set of promising experimental features from various papers
Python 3021Updated: 11 mo ago License: Permissive (MIT)
3021Updated: 11 mo ago License: Permissive (MIT)Support
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deep-learning-keras-tensorflowby leriomaggio
Introduction to Deep Neural Networks with Keras and Tensorflow
Jupyter Notebook 2933Updated: 1 y ago License: Permissive (MIT)
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DeepQAby Conchylicultor
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
Python 2910Updated: 12 mo ago License: Permissive (Apache-2.0)
2910Updated: 12 mo ago License: Permissive (Apache-2.0)Support
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nlp-architectby IntelLabs
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Python 2897Updated: 1 y ago License: Permissive (Apache-2.0)
2897Updated: 1 y ago License: Permissive (Apache-2.0)Support
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easy-tensorflowby easy-tensorflow
Simple and comprehensive tutorials in TensorFlow
Python 2878Updated: 1 y ago License: Permissive (MIT)
2878Updated: 1 y ago License: Permissive (MIT)Support
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deepjazzby jisungk
Deep learning driven jazz generation using Keras & Theano!
Python 2859Updated: 1 y ago License: Permissive (Apache-2.0)
2859Updated: 1 y ago License: Permissive (Apache-2.0)Support
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GPT2-chitchatby yangjianxin1
GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
Python 2752Updated: 11 mo ago License: No License (No License)
2752Updated: 11 mo ago License: No License (No License)Support
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Automatic_Speech_Recognitionby zzw922cn
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Python 2729Updated: 3 y ago License: Permissive (MIT)
2729Updated: 3 y ago License: Permissive (MIT)Support
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keras-attention-mechanismby philipperemy
Attention mechanism Implementation for Keras.
Python 2723Updated: 1 y ago License: Permissive (Apache-2.0)
2723Updated: 1 y ago License: Permissive (Apache-2.0)Support
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char-rnn-tensorflowby sherjilozair
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
Python 2649Updated: 1 y ago License: Permissive (MIT)
2649Updated: 1 y ago License: Permissive (MIT)Support
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chinese_ocrby YCG09
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
Python 2646Updated: 12 mo ago License: Permissive (Apache-2.0)
2646Updated: 12 mo ago License: Permissive (Apache-2.0)Support
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Tensorflow-101by sjchoi86
TensorFlow Tutorials
Jupyter Notebook 2548Updated: 3 y ago License: Permissive (MIT)
2548Updated: 3 y ago License: Permissive (MIT)Support
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nlp-architectby NervanaSystems
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Python 2485Updated: 4 y ago License: Permissive (Apache-2.0)
2485Updated: 4 y ago License: Permissive (Apache-2.0)Support
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keras-bertby CyberZHG
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
Python 2411Updated: 11 mo ago License: Permissive (MIT)
2411Updated: 11 mo ago License: Permissive (MIT)Support
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a-PyTorch-Tutorial-to-Image-Captioningby sgrvinod
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
Python 2408Updated: 12 mo ago License: Permissive (MIT)
2408Updated: 12 mo ago License: Permissive (MIT)Support
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pytorch-kaldiby mravanelli
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Python 2267Updated: 1 y ago License: No License (No License)
2267Updated: 1 y ago License: No License (No License)Support
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AI-Writerby BlinkDL
AI 写小说，生成玄幻和言情网文等等。中文预训练生成模型。采用我的 RWKV 模型，类似 GPT-2 。AI写作。RWKV for Chinese novel generation.
Python 2190Updated: 11 mo ago License: Permissive (Apache-2.0)
2190Updated: 11 mo ago License: Permissive (Apache-2.0)Support
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DialoGPTby microsoft
Large-scale pretraining for dialogue
Python 2181Updated: 11 mo ago License: Permissive (MIT)
2181Updated: 11 mo ago License: Permissive (MIT)Support
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electraby google-research
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
Python 2179Updated: 12 mo ago License: Permissive (Apache-2.0)
2179Updated: 12 mo ago License: Permissive (Apache-2.0)Support
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crnn.pytorchby meijieru
Convolutional recurrent network in pytorch
Python 2177Updated: 1 y ago License: Permissive (MIT)
2177Updated: 1 y ago License: Permissive (MIT)Support
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deep-learning-time-seriesby Alro10
List of papers, code and experiments using deep learning for time series forecasting
Jupyter Notebook 2139Updated: 11 mo ago License: Permissive (Apache-2.0)
2139Updated: 11 mo ago License: Permissive (Apache-2.0)Support
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esmby facebookresearch
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
Python 2078Updated: 11 mo ago License: Permissive (MIT)
2078Updated: 11 mo ago License: Permissive (MIT)Support
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sruby asappresearch
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
Python 2075Updated: 1 y ago License: Permissive (MIT)
2075Updated: 1 y ago License: Permissive (MIT)Support
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TensorFlow-Tutorialsby golbin
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
Python 2070Updated: 3 y ago License: No License (No License)
2070Updated: 3 y ago License: No License (No License)Support
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subword-nmtby rsennrich
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
Python 2023Updated: 1 y ago License: Permissive (MIT)
2023Updated: 1 y ago License: Permissive (MIT)Support
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Getting-Things-Done-with-Pytorchby curiousily
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Jupyter Notebook 1971Updated: 11 mo ago License: Permissive (Apache-2.0)
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tensorflow-tutorialby alrojo
Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE
Jupyter Notebook 1951Updated: 3 y ago License: No License (No License)
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Awesome-Chatbotby fendouai
Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>:
Python 1935Updated: 11 mo ago License: Permissive (Apache-2.0)
1935Updated: 11 mo ago License: Permissive (Apache-2.0)Support
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reformer-pytorchby lucidrains
Reformer, the efficient Transformer, in Pytorch
Python 1911Updated: 11 mo ago License: Permissive (MIT)
1911Updated: 11 mo ago License: Permissive (MIT)Support
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biaxial-rnn-music-compositionby danieldjohnson
A recurrent neural network designed to generate classical music.
Python 1902Updated: 12 mo ago License: Permissive (BSD-2-Clause)
1902Updated: 12 mo ago License: Permissive (BSD-2-Clause)Support
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awd-lstm-lmby salesforce
LSTM and QRNN Language Model Toolkit for PyTorch
Python 1899Updated: 1 y ago License: Permissive (BSD-3-Clause)
1899Updated: 1 y ago License: Permissive (BSD-3-Clause)Support
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rust-bertby guillaume-be
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Rust 1876Updated: 11 mo ago License: Permissive (Apache-2.0)
1876Updated: 11 mo ago License: Permissive (Apache-2.0)Support
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fast-bertby utterworks
Super easy library for BERT based NLP models
Python 1793Updated: 12 mo ago License: Permissive (Apache-2.0)
1793Updated: 12 mo ago License: Permissive (Apache-2.0)Support
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ABSA-PyTorchby songyouwei
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
Python 1782Updated: 11 mo ago License: Permissive (MIT)
1782Updated: 11 mo ago License: Permissive (MIT)Support
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longformerby allenai
Longformer: The Long-Document Transformer
Python 1778Updated: 11 mo ago License: Permissive (Apache-2.0)
1778Updated: 11 mo ago License: Permissive (Apache-2.0)Support
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kaggle-web-trafficby Arturus
1st place solution
Jupyter Notebook 1757Updated: 1 y ago License: Permissive (MIT)
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DeepLearning_tutorialsby xiaohu2015
The deeplearning algorithms implemented by tensorflow
Jupyter Notebook 1739Updated: 11 mo ago License: No License (No License)
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eccoby jalammar
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
Jupyter Notebook 1719Updated: 11 mo ago License: Permissive (BSD-3-Clause)
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ChineseNLPby didi
Datasets, SOTA results of every fields of Chinese NLP
HTML 1710Updated: 12 mo ago License: No License (No License)
1710Updated: 12 mo ago License: No License (No License)Support
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NLP-Models-Tensorflowby huseinzol05
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Jupyter Notebook 1699Updated: 1 y ago License: Permissive (MIT)
1699Updated: 1 y ago License: Permissive (MIT)Support
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LatticeLSTMby jiesutd
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
Python 1692Updated: 11 mo ago License: No License (No License)
1692Updated: 11 mo ago License: No License (No License)Support
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NLP-Interview-Notesby km1994
该仓库主要记录 NLP 算法工程师相关的面试题
Jupyter Notebook 1678Updated: 1 y ago License: No License (No License)
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keras-tcnby philipperemy
Keras Temporal Convolutional Network.
Python 1671Updated: 11 mo ago License: Permissive (MIT)
1671Updated: 11 mo ago License: Permissive (MIT)Support
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keras_to_tensorflowby amir-abdi
General code to convert a trained keras model into an inference tensorflow model
Python 1656Updated: 1 y ago License: Permissive (MIT)
1656Updated: 1 y ago License: Permissive (MIT)Support
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cakechatby lukalabs
CakeChat: Emotional Generative Dialog System
Python 1646Updated: 1 y ago License: Permissive (Apache-2.0)
1646Updated: 1 y ago License: Permissive (Apache-2.0)Support
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addonsby tensorflow
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
Python 1644Updated: 12 mo ago License: Permissive (Apache-2.0)
1644Updated: 12 mo ago License: Permissive (Apache-2.0)Support
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lstmby nicodjimenez
Minimal, clean example of lstm neural network training in python, for learning purposes.
Python 1586Updated: 11 mo ago License: No License (No License)
1586Updated: 11 mo ago License: No License (No License)Support
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