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1,517 search results found

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

Sentiment Analysis ⭐ 296

Chinese Shopping Reviews sentiment analysis

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

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).

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

Deep Time Series Prediction ⭐ 287

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

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

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Speech Emotion Recognition ⭐ 273

Speaker independent emotion recognition

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Deepadots ⭐ 270

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

Lstm_rnn_tutorials_with_demo ⭐ 268

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

Keras_snli ⭐ 265

Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

Unet Zoo ⭐ 262

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Cnn Lstm Ctc Text Recognition ⭐ 252

CNN and LSTM model for text recognition

Sentence Similarity ⭐ 251

问题句子相似度计算，即给定客服里用户描述的两句话，用算法来判断是否表示了相同的语义。

Crnn Audio Classification ⭐ 249

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Cnn Lstm Caption Generator ⭐ 248

A Tensorflow implementation of CNN-LSTM image caption generator architecture that achieves close to state-of-the-art results on the MSCOCO dataset.

Nested LSTM Cell

Time Series Arima Xgboost Rnn ⭐ 241

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

Named Entity Recognition With Bidirectional Lstm Cnns ⭐ 241

Named-Entity-Recognition-with-Bidirectional-LSTM-C

Dl Models For Qa ⭐ 241

Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).

Mlstm Fcn ⭐ 241

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Atvgnet ⭐ 239

Stock Trading Ml ⭐ 238

A stock trading bot that uses machine learning to make price predictions.

Ntm One Shot Tf ⭐ 237

One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow

Caption_generator ⭐ 233

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

Relational Rnn Pytorch ⭐ 228

An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.

Tensorflow_novelist ⭐ 227

模仿莎士比亚创作戏剧！屌炸天的是还能创作金庸武侠小说！快star，保持更新！！

Bi Lstm Crf ⭐ 224

使用keras实现的基于Bi-LSTM + CRF的中文分词+词性标注

Neural Vqa Tensorflow ⭐ 221

Visual Question Answering in Tensorflow.

Medicalnamedentityrecognition ⭐ 219

Medical Named Entity Recognition implement using bi-directional lstm and crf model with char embedding.CCKS2017中文电子病例命名实体识别项目,主要实现使用了基于字向量的四层双向

Time_seires_prediction_using_lstm ⭐ 219

Time series prediction using LSTM classifier

Enhanced LTSM for natural language inference

Rnn_ctc ⭐ 216

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Tts Cube ⭐ 216

End-2-end speech synthesis with recurrent neural networks

Adversarial_video_summary ⭐ 216

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

Deeptrade_keras ⭐ 215

Tf Lstm Char Cnn ⭐ 215

tensorflow rewrite of Yoon Kim's lstm-char-cnn

Deeprl Grounding ⭐ 213

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

Cond_rnn ⭐ 212

Conditional RNNs for Tensorflow / Keras.

Deeptrade ⭐ 211

A LSTM model using Risk Estimation loss function for stock trades in market

Autoencoder ⭐ 207

Text autoencoder with LSTMs

Multimodal Sentiment Analysis ⭐ 205

Attention-based multimodal fusion for sentiment analysis

Chameleon_recsys ⭐ 202

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Lstm Siamese Text Similarity ⭐ 201

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

Humanfalldetection ⭐ 198

Real-time, Multi-person & Multi-camera Fall Detector in Python

Attention_ocr.pytorch ⭐ 197

This repository implements the the encoder and decoder model with attention model for OCR

Deep Learning For Hackers ⭐ 196

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Keras Lmu ⭐ 196

Keras implementation of Legendre Memory Units

Bdd_driving_model ⭐ 193

Sign Language Gesture Recognition ⭐ 185

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

Nlp Model ⭐ 184

Learning and practice

Lstm Music Genre Classification ⭐ 184

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

该项目用于预测双色球，目前仍处于开发中。（This project is dedicated to forecasting the result of welfare lottery named Union Lotto in China.）

Bi Lstm Crf ⭐ 180

A PyTorch implementation of the BI-LSTM-CRF model.

Aaai18 Code ⭐ 178

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

Speech_emotion_recognition_blstm ⭐ 178

Bidirectional LSTM network for speech emotion recognition.

Video Classification Cnn And Lstm ⭐ 176

To classify video into various classes using keras library with tensorflow as back-end.

Modelzoo ⭐ 174

Lstm Autoencoder ⭐ 172

TensorFlow LSTM-autoencoder implementation

Robust Lane Detection ⭐ 172

Siamese Lstm ⭐ 172

Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Lstm Crf Models ⭐ 171

LSTM-CRF models for sequence labeling in text.

Options Trading Strategies In Python ⭐ 170

Developing Options Trading Strategies using Technical Indicators and Quantitative Methods

Machine Learning And Ai In Trading ⭐ 169

Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

Lstm_learn ⭐ 166

a implement of LSTM using Keras for time series prediction regression problem

Deep_portfolio ⭐ 164

Medical Entity Recognition ⭐ 161

包含传统的基于统计模型(CRF)和基于深度学习(Embedding-Bi-LSTM-CRF)下的医疗

Rnn_text_classify ⭐ 160

Text classification using LSTM

Unipose ⭐ 160

We propose UniPose, a unified framework for human pose estimation, based on our “Waterfall” Atrous Spatial Pooling architecture, that achieves state-of-art-results on several pose estimation metrics. Current pose estimation methods utilizing standard CNN architectures heavily rely on statistical postprocessing or predefined anchor poses for joint localization. UniPose incorporates contextual seg- mentation and joint localization to estimate the human pose in a single sta

Data Scientist Books ⭐ 158

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

E3d_lstm ⭐ 158

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

Adam Experiments ⭐ 158

Experiments with Adam/AdamW/amsgrad

A Keras library for multi-step time-series forecasting.

Language Modeling

A visualization tool for understanding and debugging RNNs

Official implementation of "Accelerating Reinforcement Learning with Learned Skill Priors", Pertsch et al., CoRL 2020

Train_arch ⭐ 154

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)

Bidirectional_rnn ⭐ 152

bidirectional lstm

Deep News Summarization ⭐ 152

News summarization using sequence to sequence model with attention in TensorFlow.

Hatexplain ⭐ 152

Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

Packing Unpacking Pytorch Minimal Tutorial ⭐ 150

Minimal tutorial on packing and unpacking sequences in pytorch

Tensorflow Bitcoin Robot ⭐ 149

A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.

Bert Ch Ner ⭐ 149

基于BERT的中文命名实体识别

Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)

Chatbot Base On Knowledge Graph ⭐ 148

使用深度学习方法解析问题知识图谱存储查询知识点基于医疗垂直领域的对话系统

Char Rnn Tf ⭐ 147

Implement character-level language models for text generation based-on LSTM, in Python/TensorFlow

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