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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 ⭐ 21,341

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Machine Learning Collection ⭐ 6,173

A resource for learning about Machine learning & Deep Learning

Lstm Neural Network For Time Series Prediction ⭐ 4,220

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Tensorflow_poems ⭐ 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 ⭐ 2,743

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Char Rnn Tensorflow ⭐ 2,622

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Pytorch Kaldi ⭐ 2,138

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.

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

Awd Lstm Lm ⭐ 1,838

LSTM and QRNN Language Model Toolkit for PyTorch

Deep Learning Time Series ⭐ 1,811

List of papers, code and experiments using deep learning for time series forecasting

Sequence_tagging ⭐ 1,725

Named Entity Recognition (LSTM + CRF) - Tensorflow

Aialpha ⭐ 1,660

Use unsupervised and supervised learning to predict stocks

Stock Rnn ⭐ 1,339

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

Twitter Sentiment Analysis ⭐ 1,322

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Deepnlp ⭐ 1,311

Deep Learning NLP Pipeline implemented on Tensorflow

Chinesener ⭐ 1,303

A neural network model for Chinese named entity recognition

Python Tutorial ⭐ 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 ⭐ 1,261

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

Pytorch Qrnn ⭐ 1,235

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

Deep Siamese Text Similarity ⭐ 1,216

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

Conv Emotion ⭐ 1,146

This repo contains implementation of different architectures for emotion recognition in conversations.

Named_entity_recognition ⭐ 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）

Minimal, clean example of lstm neural network training in python, for learning purposes.

Latticelstm ⭐ 1,018

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

Open Unmix Pytorch ⭐ 990

Open-Unmix - Music Source Separation for PyTorch

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

Emnlp2017 Bilstm Cnn Crf ⭐ 707

BiLSTM-CNN-CRF architecture for sequence tagging

Write Rnn Tensorflow ⭐ 672

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Machine Learning on Sequential Data Using a Recurrent Weighted Average

Speech Emotion Recognition ⭐ 570

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Async_deep_reinforce ⭐ 560

Asynchronous Methods for Deep Reinforcement Learning

Multi Class Text Classification Cnn Rnn ⭐ 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 ⭐ 538

Text classification using deep learning models in Pytorch

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Chinesenre ⭐ 523

中文实体关系抽取，pytorch，bilstm+attention

Convlstm_pytorch ⭐ 518

Implementation of Convolutional LSTM in PyTorch.

Deep Learning ⭐ 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 ⭐ 514

Neural Machine Translation with Keras

Predictive Maintenance Using Lstm ⭐ 507

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Personrelationknowledgegraph ⭐ 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 ⭐ 476

[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering

Cnn_lstm_ctc_ocr ⭐ 470

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

Chinese_sentiment ⭐ 463

中文情感分析，CNN，BI-LSTM，文本分类

Lstm Crf Pytorch ⭐ 454

LSTM-CRF in PyTorch

Dancenet ⭐ 453

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

Trafficflowprediction ⭐ 437

Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).

Bcdu Net ⭐ 435

BCDU-Net : Medical Image Segmentation

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Tensorflow Time Series Examples ⭐ 425

Time Series Prediction with tf.contrib.timeseries

Stock Price Prediction Lstm ⭐ 425

OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Stockpredictionrnn ⭐ 419

High Frequency Trading Price Prediction using LSTM Recursive Neural Networks

Deepmind Teaching Machines To Read And Comprehend ⭐ 410

Implementation of "Teaching Machines to Read and Comprehend" proposed by Google DeepMind

Musical Neural Net ⭐ 410

Train an LSTM to generate piano or violin/piano music.

Convolutional Lstm In Tensorflow ⭐ 409

An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

Stocks_rnn ⭐ 405

Stock price prediction with LSTMs in TensorFlow

Yellowfin ⭐ 402

auto-tuning momentum SGD optimizer

Pytorch Ntm ⭐ 398

Neural Turing Machines (NTM) - PyTorch Implementation

Lstm Fcn ⭐ 388

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations

Time Series Autoencoder ⭐ 386

📈 PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series 📈

Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy

Paraphraser ⭐ 381

Sentence paraphrase generation at the sentence level

Name Entity Recognition ⭐ 380

Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow

Bachbot ⭐ 374

Use deep learning to generate and harmonize music in the style of Bach

Async Rl ⭐ 372

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

Chinese_poem_generator ⭐ 371

唐诗、宋词生成器，有详细说明

Sequitur ⭐ 370

Library of autoencoders for sequential data

Lstm_ctc_ocr ⭐ 358

Use CTC + tensorflow to OCR

命名实体识别实践与探索

Deepsleepnet ⭐ 347

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

Lstm_tsc ⭐ 345

An LSTM for time-series classification

Machine Learning Is All You Need ⭐ 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 ⭐ 337

Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

Cnn_lstm_ctc_tensorflow ⭐ 330

CNN+LSTM+CTC based OCR implemented using tensorflow.

Ner Lstm Crf ⭐ 325

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

Basicocr ⭐ 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 ⭐ 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 ⭐ 318

基于BI-LSTM+CRF的中文命名实体识别 Pytorch

Nlp_thai_resources ⭐ 316

More than 50+ collections of Thai Natural Language Processing libraries. Update daily.

Qa_match ⭐ 312

A simple effective ToolKit for short text matching

Theano_lstm ⭐ 309

🔬 Nano size Theano LSTM module

Nlp_basis ⭐ 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 ⭐ 298

Anomaly detection implemented in Keras

Haste: a fast, simple, and open RNN library

序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

Yellowfin_pytorch ⭐ 293

auto-tuning momentum SGD optimizer

Scalecast ⭐ 292

The practitioner's forecasting library

Accel Brain Code ⭐ 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 Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces

Handwriting Generation ⭐ 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 ⭐ 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 ⭐ 278

Deep learning models for guitar amp/pedal emulation using LSTM with Keras.

Deep_srl ⭐ 275

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

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