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1,301 search results found
Ailearning
⭐
38,986
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Examples
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21,341
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Easyocr
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20,438
Readytouse OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Numpy Ml
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14,162
Machine learning, in numpy
Machine Learning Collection
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6,173
A resource for learning about Machine learning & Deep Learning
Lstm Neural Network For Time Series Prediction
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4,220
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
Tensorflow_poems
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3,152
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！
Automatic_speech_recognition
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2,743
Endtoend Automatic Speech Recognition for Madarian and English in Tensorflow
Char Rnn Tensorflow
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2,622
Multilayer Recurrent Neural Networks (LSTM, RNN) for characterlevel language models in Python using Tensorflow
Deepjazz
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2,583
Deep learning driven jazz generation using Keras & Theano!
Pytorch Kaldi
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2,138
pytorchkaldi is a project for developing stateoftheart 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.
Sru
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2,012
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
Awd Lstm Lm
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1,838
LSTM and QRNN Language Model Toolkit for PyTorch
Deep Learning Time Series
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1,811
List of papers, code and experiments using deep learning for time series forecasting
Sequence_tagging
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1,725
Named Entity Recognition (LSTM + CRF)  Tensorflow
Aialpha
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1,660
Use unsupervised and supervised learning to predict stocks
Stock Rnn
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1,339
Predict stock market prices using RNN model with multilayer LSTM cells + optional multistock embeddings.
Twitter Sentiment Analysis
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1,322
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Deepnlp
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1,311
Deep Learning NLP Pipeline implemented on Tensorflow
Chinesener
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1,303
A neural network model for Chinese named entity recognition
Python Tutorial
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1,261
Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数
Word Rnn Tensorflow
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1,261
Multilayer Recurrent Neural Networks (LSTM, RNN) for wordlevel language models in Python using TensorFlow.
Pytorch Qrnn
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1,235
PyTorch implementation of the QuasiRecurrent Neural Network  up to 16 times faster than NVIDIA's cuDNN LSTM
Deep Siamese Text Similarity
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1,216
Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings
Conv Emotion
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1,146
This repo contains implementation of different architectures for emotion recognition in conversations.
Named_entity_recognition
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1,118
中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）
Lstm
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1,056
Minimal, clean example of lstm neural network training in python, for learning purposes.
Latticelstm
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1,018
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
Open Unmix Pytorch
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990
OpenUnmix  Music Source Separation for PyTorch
Tf_ner
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782
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
Rolo
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774
ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking
Emnlp2017 Bilstm Cnn Crf
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707
BiLSTMCNNCRF architecture for sequence tagging
Write Rnn Tensorflow
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672
Generative Handwriting using LSTM Mixture Density Network with TensorFlow
Text Classification
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622
Implementation of papers for text classification task on DBpedia
Rwa
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595
Machine Learning on Sequential Data Using a Recurrent Weighted Average
Speech Emotion Recognition
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570
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP)  语音情感识别
Eeg Dl
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563
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
Async_deep_reinforce
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560
Asynchronous Methods for Deep Reinforcement Learning
Multi Class Text Classification Cnn Rnn
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554
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
Text Classification Pytorch
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538
Text classification using deep learning models in Pytorch
Ner Lstm
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528
Named Entity Recognition using multilayered bidirectional LSTM
Chinesenre
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523
中文实体关系抽取，pytorch，bilstm+attention
Convlstm_pytorch
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518
Implementation of Convolutional LSTM in PyTorch.
Deep Learning
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517
💻深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割
Nmt Keras
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514
Neural Machine Translation with Keras
Predictive Maintenance Using Lstm
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507
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
Personrelationknowledgegraph
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480
ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远
Visual Qa
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476
[Reimplementation Antol et al 2015] Kerasbased LSTM/CNN models for Visual Question Answering
Cnn_lstm_ctc_ocr
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470
Tensorflowbased CNN+LSTM trained with CTCloss for OCR
Cove
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467
Chinese_sentiment
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463
中文情感分析，CNN，BILSTM，文本分类
Lstm Crf Pytorch
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454
LSTMCRF in PyTorch
Dancenet
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453
DanceNet 💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
Trafficflowprediction
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437
Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).
Bcdu Net
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435
BCDUNet : Medical Image Segmentation
Attention_keras
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429
Keras Layer implementation of Attention for Sequential models
Tensorflow Time Series Examples
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425
Time Series Prediction with tf.contrib.timeseries
Stock Price Prediction Lstm
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425
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
Stockpredictionrnn
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419
High Frequency Trading Price Prediction using LSTM Recursive Neural Networks
Deepmind Teaching Machines To Read And Comprehend
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410
Implementation of "Teaching Machines to Read and Comprehend" proposed by Google DeepMind
Musical Neural Net
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410
Train an LSTM to generate piano or violin/piano music.
Convolutional Lstm In Tensorflow
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409
An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow
Stocks_rnn
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405
Stock price prediction with LSTMs in TensorFlow
Yellowfin
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402
autotuning momentum SGD optimizer
Pytorch Ntm
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398
Neural Turing Machines (NTM)  PyTorch Implementation
Lstm Fcn
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388
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
Glyce
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387
Code for NeurIPS 2019  Glyce: Glyphvectors for Chinese Character Representations
Time Series Autoencoder
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386
📈 PyTorch DualAttention LSTMAutoencoder For Multivariate Time Series 📈
Dnc
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386
Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy
Paraphraser
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381
Sentence paraphrase generation at the sentence level
Name Entity Recognition
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380
Lstmcrf,LatticeCRF,bertner及近年ner相关论文follow
Bachbot
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374
Use deep learning to generate and harmonize music in the style of Bach
Async Rl
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372
Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)
Chinese_poem_generator
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371
唐诗、宋词生成器，有详细说明
Sequitur
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370
Library of autoencoders for sequential data
Lstm_ctc_ocr
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358
Use CTC + tensorflow to OCR
Ner
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350
命名实体识别实践与探索
Deepsleepnet
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347
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw SingleChannel EEG
Lstm_tsc
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345
An LSTM for timeseries classification
Machine Learning Is All You Need
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337
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Multimodal Speech Emotion Recognition
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337
Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)
Cnn_lstm_ctc_tensorflow
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330
CNN+LSTM+CTC based OCR implemented using tensorflow.
Ner Lstm Crf
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325
An easytouse named entity recognition (NER) toolkit, implemented the BiLSTM+CRF model in tensorflow.
Basicocr
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324
BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院
Paraphrase Id Tensorflow
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321
Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.
Chinsesner Pytorch
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318
基于BILSTM+CRF的中文命名实体识别 Pytorch
Nlp_thai_resources
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316
More than 50+ collections of Thai Natural Language Processing libraries. Update daily.
Qa_match
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312
A simple effective ToolKit for short text matching
Theano_lstm
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309
🔬 Nano size Theano LSTM module
Nlp_basis
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308
这是我学习一个NLP教程【2019最新AI 自然语言处理之深度机器学习顶级项目实战课程】做的笔记与代码
Keras Anomaly Detection
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298
Anomaly detection implemented in Keras
Haste
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298
Haste: a fast, simple, and open RNN library
Sltk
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294
序列化标注工具，基于PyTorch实现BLSTMCNNCRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。
Yellowfin_pytorch
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293
autotuning momentum SGD optimizer
Scalecast
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292
The practitioner's forecasting library
Accel Brain Code
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289
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are AutoEncoders in relation to the representation learning, the statistical machine learning for energybased models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep QNetworks, semisupervised learning, and neural network language model for natural language proces
Handwriting Generation
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289
Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).
Har Stacked Residual Bidir Lstms
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283
Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.
Guitarlstm
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278
Deep learning models for guitar amp/pedal emulation using LSTM with Keras.
Deep_srl
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275
Code and pretrained model for: Deep Semantic Role Labeling: What Works and What's Next
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