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Machine learning, in numpy
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100 numpy exercises (with solutions)
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👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.
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attention-is-all-you-need-pytorchby jadore801120
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A PyTorch implementation of the Transformer model in "Attention is All You Need".
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💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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Chinese version of GPT2 training code, using BERT tokenizer.
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A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
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Stock-Prediction-Modelsby huseinzol05
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Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
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TensorFlow Neural Machine Translation Tutorial
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An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
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Google AI 2018 BERT pytorch implementation
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Play couplet with seq2seq model. 用深度学习对对联。
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BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
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Chinese-Text-Classification-Pytorchby 649453932
Python 4459 Version:Current License: Permissive (MIT)
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
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LSTM-Neural-Network-for-Time-Series-Predictionby jaungiers
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LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
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Leveraging BERT and c-TF-IDF to create easily interpretable topics.
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Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
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pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。
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pytorch-sentiment-analysisby bentrevett
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Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
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CNN-RNN中文文本分类，基于TensorFlow
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Lightweight library to build and train neural networks in Theano
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A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
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The GitHub repository for the paper "Informer" accepted by AAAI 2021.
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Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
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中文古诗自动作诗机器人，屌炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！
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State of the Art Natural Language Processing
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ChatGPT带火了聊天机器人，主流的趋势都调整到了GPT类模式，本项目也与时俱进，会在近期更新GPT类版本。基于本项目和自己的语料可以训练出自己想要的聊天机器人，用于智能客服、在线问答、闲聊等场景。
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bertby google-research
TensorFlow code and pre-trained models for BERT
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AiLearningby apachecn
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
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deeplearning_ai_booksby fengdu78
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
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vit-pytorchby lucidrains
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
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Screenshot-to-codeby emilwallner
A neural network that transforms a design mock-up into a static website.
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brain.jsby BrainJS
🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js
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numpy-mlby ddbourgin
Machine learning, in numpy
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DeepLearningby Mikoto10032
深度学习入门教程, 优秀文章, Deep Learning Tutorial
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numpy-100by rougier
100 numpy exercises (with solutions)
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PaddleNLPby PaddlePaddle
👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.
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bert-as-serviceby hanxiao
Mapping a variable-length sentence to a fixed-length vector using BERT model
Python 9373Updated: 3 y ago License: Permissive (MIT)
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External-Attention-pytorchby xmu-xiaoma666
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Python 8889Updated: 10 mo ago License: Permissive (MIT)
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Chinese-BERT-wwmby ymcui
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
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brainby harthur
[UNMAINTAINED] Simple feed-forward neural network in JavaScript
JavaScript 8013Updated: 11 mo ago License: Permissive (MIT)
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gpt-neoby EleutherAI
An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
Python 7866Updated: 10 mo ago License: Permissive (MIT)
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attention-is-all-you-need-pytorchby jadore801120
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Python 7565Updated: 10 mo ago License: Permissive (MIT)
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tokenizersby huggingface
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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GPT2-Chineseby Morizeyao
Chinese version of GPT2 training code, using BERT tokenizer.
Python 6977Updated: 10 mo ago License: Permissive (MIT)
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ASRT_SpeechRecognitionby nl8590687
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
Python 6646Updated: 10 mo ago License: Strong Copyleft (GPL-3.0)
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Stock-Prediction-Modelsby huseinzol05
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
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nmtby tensorflow
TensorFlow Neural Machine Translation Tutorial
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gpt-neoxby EleutherAI
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
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BERT-pytorchby codertimo
Google AI 2018 BERT pytorch implementation
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seq2seq-coupletby wb14123
Play couplet with seq2seq model. 用深度学习对对联。
Python 5444Updated: 11 mo ago License: Strong Copyleft (AGPL-3.0)
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Megatron-LMby NVIDIA
Ongoing research training transformer models at scale
Python 5415Updated: 10 mo ago License: Proprietary (Proprietary)
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neuraltalkby karpathy
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
Python 5322Updated: 1 y ago License: No License (No License)
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bertvizby jessevig
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
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DALLE-pytorchby lucidrains
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
Python 5230Updated: 10 mo ago License: Permissive (MIT)
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textgenrnnby minimaxir
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
Python 4902Updated: 10 mo ago License: Proprietary (Proprietary)
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pytorch-seq2seqby bentrevett
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Jupyter Notebook 4534Updated: 11 mo ago License: Permissive (MIT)
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Chinese-Text-Classification-Pytorchby 649453932
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
Python 4459Updated: 10 mo ago License: Permissive (MIT)
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LSTM-Neural-Network-for-Time-Series-Predictionby jaungiers
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
Python 4334Updated: 10 mo ago License: Strong Copyleft (AGPL-3.0)
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BERTopicby MaartenGr
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Python 4329Updated: 10 mo ago License: Permissive (MIT)
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Tensorflow-Tutorialby MorvanZhou
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
Python 4279Updated: 10 mo ago License: Permissive (MIT)
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pycorrectorby shibing624
pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。
Python 4230Updated: 10 mo ago License: Permissive (Apache-2.0)
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pytorch-sentiment-analysisby bentrevett
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Jupyter Notebook 3924Updated: 11 mo ago License: Permissive (MIT)
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text-classification-cnn-rnnby gaussic
CNN-RNN中文文本分类，基于TensorFlow
Python 3909Updated: 11 mo ago License: Permissive (MIT)
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Lasagneby Lasagne
Lightweight library to build and train neural networks in Theano
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albert_zhby brightmart
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
Python 3823Updated: 10 mo ago License: No License (No License)
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Informer2020by zhouhaoyi
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Python 3778Updated: 10 mo ago License: Permissive (Apache-2.0)
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speech-to-text-wavenetby buriburisuri
Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
Python 3746Updated: 1 y ago License: Permissive (Apache-2.0)
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dartsby quark0
Differentiable architecture search for convolutional and recurrent networks
Python 3739Updated: 11 mo ago License: Permissive (Apache-2.0)
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simpletransformersby ThilinaRajapakse
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
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handwriting-synthesisby sjvasquez
Handwriting Synthesis with RNNs ✏️
Python 3565Updated: 10 mo ago License: No License (No License)
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tsaiby timeseriesAI
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
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tensorflow_poemsby jinfagang
中文古诗自动作诗机器人，屌炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！
Python 3556Updated: 1 y ago License: No License (No License)
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spark-nlpby JohnSnowLabs
State of the Art Natural Language Processing
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chatbotby zhaoyingjun
ChatGPT带火了聊天机器人，主流的趋势都调整到了GPT类模式，本项目也与时俱进，会在近期更新GPT类版本。基于本项目和自己的语料可以训练出自己想要的聊天机器人，用于智能客服、在线问答、闲聊等场景。
Python 3219Updated: 11 mo ago License: No License (No License)
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seq2seqby farizrahman4u
Sequence to Sequence Learning with Keras
Python 3162Updated: 10 mo ago License: Strong Copyleft (GPL-2.0)
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