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DELTA is a deep learning based natural language and speech processing platform.
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The implementation of DeBERTa
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[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang
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Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
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Official implementation of "Implicit Neural Representations with Periodic Activation Functions"
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jiant is an nlp toolkit
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Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
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A Large-scale Chinese Short-Text Conversation Dataset and Chinese pre-training dialog models
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An AI for Music Generation
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Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
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🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
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Over TypeScript tool to use custom transformers in the tsconfig.json
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Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
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An open source framework for seq2seq models in PyTorch.
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Tensorflow chatbot demo by @Sirajology on Youtube
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Data augmentation for NLP, presented at EMNLP 2019
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Neural machine translation and sequence learning using TensorFlow
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Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings
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Super easy library for BERT based NLP models
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Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
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Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
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Deep Learning NLP Pipeline implemented on Tensorflow
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a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
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Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
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CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
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DELTA is a deep learning based natural language and speech processing platform.
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Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）
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automatic differentiation made easier for C++
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PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM
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主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构
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Deep Learning Architecture Genealogy Project
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Single Headed Attention RNN - "Stop thinking with your head"
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此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。
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Visualization Toolbox for Long Short Term Memory networks (LSTMs)
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Korean BERT pre-trained cased (KoBERT)
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TensorFlow-Tutorials-for-Time-Seriesby tgjeon
Jupyter Notebook 
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TensorFlow Tutorial for Time Series Prediction
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StockPricePredictionby scorpionhiccup
Jupyter Notebook 1086 Version:Current License: Permissive (MIT)
Stock Price Prediction using Machine Learning Techniques
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Russian GPT3 models.
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1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
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ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
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A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
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A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
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Unsupervised Language Modeling at scale for robust sentiment classification
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Text classifier for Hierarchical Attention Networks for Document Classification
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"Neural Turing Machine" in Tensorflow
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EPFL Machine Learning Course, Fall 2021
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keras-contribby keras-team
Keras community contributions
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lm-evaluation-harnessby EleutherAI
A framework for few-shot evaluation of autoregressive language models.
Python 1550Updated: 2 y ago License: Permissive (MIT)
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deltaby Delta-ML
DELTA is a deep learning based natural language and speech processing platform.
Python 1549Updated: 2 y ago License: Permissive (Apache-2.0)
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DeBERTaby microsoft
The implementation of DeBERTa
Python 1542Updated: 2 y ago License: Permissive (MIT)
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TransGANby VITA-Group
[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang
Python 1536Updated: 2 y ago License: Proprietary (Proprietary)
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ViT-pytorchby jeonsworld
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
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sirenby vsitzmann
Official implementation of "Implicit Neural Representations with Periodic Activation Functions"
Python 1520Updated: 2 y ago License: Permissive (MIT)
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OpenSeq2Seqby NVIDIA
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
Python 1508Updated: 2 y ago License: Permissive (Apache-2.0)
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CDial-GPTby thu-coai
A Large-scale Chinese Short-Text Conversation Dataset and Chinese pre-training dialog models
Python 1506Updated: 2 y ago License: Permissive (MIT)
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pegasusby google-research
Python 1491Updated: 2 y ago License: Permissive (Apache-2.0)
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flow-forecastby AIStream-Peelout
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Python 1462Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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pytorch-openai-transformer-lmby huggingface
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
Python 1456Updated: 2 y ago License: Permissive (MIT)
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ttypescriptby cevek
Over TypeScript tool to use custom transformers in the tsconfig.json
TypeScript 1450Updated: 2 y ago
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stock-rnnby lilianweng
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
Python 1444Updated: 3 y ago License: No License (No License)
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pytorch-seq2seqby IBM
An open source framework for seq2seq models in PyTorch.
Python 1421Updated: 2 y ago License: Permissive (Apache-2.0)
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tensorflow_chatbotby llSourcell
Tensorflow chatbot demo by @Sirajology on Youtube
Python 1417Updated: 2 y ago License: No License (No License)
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eda_nlpby jasonwei20
Data augmentation for NLP, presented at EMNLP 2019
Python 1403Updated: 2 y ago License: No License (No License)
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OpenNMT-tfby OpenNMT
Neural machine translation and sequence learning using TensorFlow
Python 1392Updated: 2 y ago License: Permissive (MIT)
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deep-siamese-text-similarityby dhwajraj
Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings
Python 1390Updated: 2 y ago License: Permissive (MIT)
1390Updated: 2 y ago License: Permissive (MIT)Support
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fast-bertby kaushaltrivedi
Super easy library for BERT based NLP models
Python 1372Updated: 5 y ago License: Permissive (Apache-2.0)
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omnizartby Music-and-Culture-Technology-Lab
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
Python 1371Updated: 2 y ago License: Permissive (MIT)
1371Updated: 2 y ago License: Permissive (MIT)Support
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twitter-sentiment-analysisby abdulfatir
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Python 1351Updated: 2 y ago License: Permissive (MIT)
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deepnlpby rockingdingo
Deep Learning NLP Pipeline implemented on Tensorflow
Python 1340Updated: 3 y ago License: Permissive (MIT)
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TurboTransformersby Tencent
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
C++ 1322Updated: 2 y ago License: Proprietary (Proprietary)
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word-rnn-tensorflowby hunkim
Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
Python 1310Updated: 2 y ago License: Permissive (MIT)
1310Updated: 2 y ago License: Permissive (MIT)Support
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CLUENER2020by CLUEbenchmark
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
Python 1302Updated: 2 y ago License: No License (No License)
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deltaby didi
DELTA is a deep learning based natural language and speech processing platform.
Python 1289Updated: 5 y ago License: Permissive (Apache-2.0)
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Chinese-ELECTRAby ymcui
Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）
Python 1289Updated: 2 y ago License: Permissive (Apache-2.0)
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autodiffby autodiff
automatic differentiation made easier for C++
C++ 1283Updated: 2 y ago License: Permissive (MIT)
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pytorch-qrnnby salesforce
PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM
Python 1253Updated: 3 y ago License: Permissive (BSD-3-Clause)
1253Updated: 3 y ago License: Permissive (BSD-3-Clause)Support
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caffe_ocrby senlinuc
主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构
C++ 1224Updated: 2 y ago License: No License (No License)
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deep_architecture_genealogyby hunkim
Deep Learning Architecture Genealogy Project
Python 1210Updated: 3 y ago License: No License (No License)
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sha-rnnby Smerity
Single Headed Attention RNN - "Stop thinking with your head"
Python 1165Updated: 3 y ago License: No License (No License)
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nlp-beginner-finishby Alic-yuan
此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。
Python 1150Updated: 2 y ago License: No License (No License)
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LSTMVisby HendrikStrobelt
Visualization Toolbox for Long Short Term Memory networks (LSTMs)
Jupyter Notebook 1128Updated: 2 y ago License: Permissive (BSD-3-Clause)
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KoBERTby SKTBrain
Korean BERT pre-trained cased (KoBERT)
Jupyter Notebook 1115Updated: 2 y ago License: Permissive (Apache-2.0)
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TensorFlow-Tutorials-for-Time-Seriesby tgjeon
TensorFlow Tutorial for Time Series Prediction
Jupyter Notebook 1099Updated: 2 y ago License: Permissive (MIT)
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StockPricePredictionby scorpionhiccup
Stock Price Prediction using Machine Learning Techniques
Jupyter Notebook 1086Updated: 2 y ago License: Permissive (MIT)
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ru-gptsby sberbank-ai
Russian GPT3 models.
Python 1084Updated: 4 y ago License: Permissive (Apache-2.0)
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multilingual-t5by google-research
Python 1068Updated: 2 y ago License: Permissive (Apache-2.0)
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PyTorchTextby chenyuntc
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
Python 1055Updated: 3 y ago License: Permissive (MIT)
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T2T-ViTby yitu-opensource
ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
Jupyter Notebook 1055Updated: 2 y ago License: Proprietary (Proprietary)
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contextualized-topic-modelsby MilaNLProc
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
Python 1053Updated: 2 y ago License: Permissive (MIT)
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pytorch-widedeepby jrzaurin
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
Python 1049Updated: 2 y ago License: Permissive (Apache-2.0)
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sentiment-discoveryby NVIDIA
Unsupervised Language Modeling at scale for robust sentiment classification
Python 1047Updated: 2 y ago License: Proprietary (Proprietary)
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textClassifierby richliao
Text classifier for Hierarchical Attention Networks for Document Classification
Python 1046Updated: 2 y ago License: Permissive (Apache-2.0)
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NTM-tensorflowby carpedm20
"Neural Turing Machine" in Tensorflow
Jupyter Notebook 1034Updated: 3 y ago License: Permissive (MIT)
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ML_courseby epfml
EPFL Machine Learning Course, Fall 2021
Jupyter Notebook 1032Updated: 2 y ago License: No License (No License)
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