Vision Transformer (ViT) in PyTorch
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Introduction to Deep Learning for Natural Language Processing
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『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
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Transformer-MM-Explainabilityby hila-chefer
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[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
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multi-class-text-classification-cnn-rnnby jiegzhan
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Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
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[ICLR 2020] Lite Transformer with Long-Short Range Attention
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ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624
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DeepNLP-Courseby DanAnastasyev
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sentiment_analysis_fine_grainby brightmart
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License: No License (No License)Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
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FastFormers - highly efficient transformer models for NLU
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PyTorch code for SpERT: Span-based Entity and Relation Transformer
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practical_seq2seqby suriyadeepan
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A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly
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Transformer training code for sequential tasks
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Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"
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Multilingual-CLIPby FreddeFrallan
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License: No License (No License)OpenAI CLIP text encoders for multiple languages!
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选字验证码破解，试验过网易和极验，破解率99
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Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
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writing-code-for-nlp-research-emnlp2018by allenai
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A companion repository for the "Writing code for NLP Research" Tutorial at EMNLP 2018
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Tensorflow seq2seq Implementation of Text Summarization.
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A Benchmark of Text Classification in PyTorch
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A stock trading bot that uses machine learning to make price predictions.
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Named Entity Recognition using multilayered bidirectional LSTM
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Pretrained ELECTRA Model for Korean
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a recurrent network trained to draw dicks
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A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.
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tensorflow and theano cnn code for insurance QA(question Answer matching)
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music_recommenderby mattmurray
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License: No License (No License)Music recommender using deep learning with Keras and TensorFlow
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Neural Machine Translation with Keras
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Keras library for building (Universal) Transformers, facilitating BERT and GPT models
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Explainability for Vision Transformers
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Predict stock with LSTM supporting pytorch, keras and tensorflow
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SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
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Multilabel-timeseries-classification-with-LSTMby aqibsaeed
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Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
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cryptocurrency-price-predictionby abhinavsagar
Jupyter Notebook 525 Version:Current License: Permissive (MIT)
Cryptocurrency Price Prediction Using LSTM neural network
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Automatically generate headlines to short articles
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PyTorch-Pretrained-ViTby lukemelas
Vision Transformer (ViT) in PyTorch
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parrotby sotelo
RNN-based generative models for speech.
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DeepLearning-NLPby rouseguy
Introduction to Deep Learning for Natural Language Processing
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rwaby jostmey
Machine Learning on Sequential Data Using a Recurrent Weighted Average
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TensorFlow-VAE-GAN-DRAWby ikostrikov
A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).
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deep-learning-from-scratch-3by oreilly-japan
『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
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joeynmtby joeynmt
Minimalist NMT for educational purposes
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chinese_sentimentby linguishi
中文情感分析，CNN，BI-LSTM，文本分类
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DNC-tensorflowby Mostafa-Samir
A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)
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NeuralTuringMachineby MarkPKCollier
Tensorflow implementation of a Neural Turing Machine
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Trending-Deep-Learningby mbadry1
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
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Transformer-MM-Explainabilityby hila-chefer
[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
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albert_pytorchby lonePatient
A Lite Bert For Self-Supervised Learning Language Representations
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fast_abs_rlby ChenRocks
Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
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multi-class-text-classification-cnn-rnnby jiegzhan
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
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lite-transformerby mit-han-lab
[ICLR 2020] Lite Transformer with Long-Short Range Attention
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Sentence-VAEby timbmg
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
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long-range-arenaby google-research
Long Range Arena for Benchmarking Efficient Transformers
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DensePhrasesby princeton-nlp
ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624
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DeepNLP-Courseby DanAnastasyev
Deep NLP Course
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TimeSeries_Seq2Seqby JEddy92
This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.
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sentiment_analysis_fine_grainby brightmart
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
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fastformersby microsoft
FastFormers - highly efficient transformer models for NLU
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spertby lavis-nlp
PyTorch code for SpERT: Span-based Entity and Relation Transformer
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practical_seq2seqby suriyadeepan
A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly
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adaptive-spanby facebookresearch
Transformer training code for sequential tasks
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Ordered-Neuronsby yikangshen
Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"
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Multilingual-CLIPby FreddeFrallan
OpenAI CLIP text encoders for multiple languages!
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captcha_crackby cos120
选字验证码破解，试验过网易和极验，破解率99
C 550Updated: 3 y ago License: Proprietary (Proprietary)
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Keras.NETby SciSharp
Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
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writing-code-for-nlp-research-emnlp2018by allenai
A companion repository for the "Writing code for NLP Research" Tutorial at EMNLP 2018
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text-summarization-tensorflowby dongjun-Lee
Tensorflow seq2seq Implementation of Text Summarization.
Python 543Updated: 3 y ago License: Permissive (MIT)
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Keras-OpenFaceby iwantooxxoox
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
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TextClassificationBenchmarkby wabyking
A Benchmark of Text Classification in PyTorch
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stock-trading-mlby yacoubb
A stock trading bot that uses machine learning to make price predictions.
Python 540Updated: 1 y ago License: Strong Copyleft (GPL-3.0)
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ner-lstmby monikkinom
Named Entity Recognition using multilayered bidirectional LSTM
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KoELECTRAby monologg
Pretrained ELECTRA Model for Korean
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dickrnn.github.ioby dickrnn
a recurrent network trained to draw dicks
JavaScript 537Updated: 3 y ago License: No License (No License)
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ChatLearnerby bshao001
A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.
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QA-deep-learningby white127
tensorflow and theano cnn code for insurance QA(question Answer matching)
Python 533Updated: 3 y ago License: No License (No License)
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music_recommenderby mattmurray
Music recommender using deep learning with Keras and TensorFlow
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nmt-kerasby lvapeab
Neural Machine Translation with Keras
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keras-transformerby kpot
Keras library for building (Universal) Transformers, facilitating BERT and GPT models
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vit-explainby jacobgil
Explainability for Vision Transformers
Python 529Updated: 2 y ago License: Permissive (MIT)
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stock_predict_with_LSTMby hichenway
Predict stock with LSTM supporting pytorch, keras and tensorflow
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sampleRNN_ICLR2017by soroushmehr
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
Python 527Updated: 2 y ago License: Permissive (MIT)
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Multilabel-timeseries-classification-with-LSTMby aqibsaeed
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
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cryptocurrency-price-predictionby abhinavsagar
Cryptocurrency Price Prediction Using LSTM neural network
Jupyter Notebook 525Updated: 2 y ago License: Permissive (MIT)
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headlinesby udibr
Automatically generate headlines to short articles
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