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34 search results found

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

Bert Chinese Text Classification Pytorch ⭐ 3,156

使用Bert，ERNIE，进行中文文本分类

Text Classification Cnn Rnn ⭐ 2,950

CNN-RNN中文文本分类，基于TensorFlow

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

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

Textclassifier ⭐ 1,003

Text classifier for Hierarchical Attention Networks for Document Classification

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Eeglearn ⭐ 518

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

Text Classification Models Tf ⭐ 467

Tensorflow implementations of Text Classification Models.

Keras Text ⭐ 417

Text Classification Library in Keras

RMDL: Random Multimodel Deep Learning for Classification

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

HDLTex: Hierarchical Deep Learning for Text Classification

Crnn Audio Classification ⭐ 249

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Pytorch Exercise ⭐ 239

Practical Exercise Codes for PyTorch

Text Cnn ⭐ 198

嵌入Word2vec词向量的CNN中文文本分类

Doc Han Att ⭐ 193

Hierarchical Attention Networks for Chinese Sentiment Classification

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Lstm Music Genre Classification ⭐ 184

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

Shukongdashi ⭐ 168

使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家

Document Classifier Lstm ⭐ 167

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

Rnn_text_classify ⭐ 160

Text classification using LSTM

Pytorch Rnn Text Classification ⭐ 145

Word Embedding + LSTM + FC

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Malware Classification ⭐ 140

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

Textclassification ⭐ 124

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

Rcnn Text Classification ⭐ 116

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Textmining Tutorial ⭐ 115

(한국어) 텍스트 마이닝을 위한 공부거리들

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Text Classification Demos ⭐ 106

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

Text_rnn_attention ⭐ 102

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Python Machine Learning Book 3rd Edition ⭐ 93

<머신 러닝 교과서 3판>의 코드 저장소

Machine Learning ⭐ 92

My Attempt(s) In The World Of ML/DL....

Tf Text Classification ⭐ 81

CNN and RNN with Attention for Chinese Text Classification in Tensorflow

Tensorflow Practice ⭐ 80

Tutorials of Tensorflow for beginners with popular data sets and projects. Let's have fun to learn Machine Learning with Tensorflow.

Deepsequenceclassification ⭐ 78

Deep neural network based model for sequence to sequence classification

Practical 3 ⭐ 75

Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Lambda Deep Learning Demo ⭐ 63

Pytorch_bert_elmo_example ⭐ 62

A text classification example with Bert/ELMo/GloVe in pytorch

Bidisentiment ⭐ 60

Two-way deep RNN for sentiment classification.

Chicksexer ⭐ 60

A Python package for gender classification.

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Textclassification ⭐ 55

Text classification models

Deep Plant ⭐ 54

Deep-Plant: Plant Classification with CNN/RNN. It consists of CAFFE/Tensorflow implementation of our PR-17, TIP-18 (HGO-CNN & PlantStructNet) and MalayaKew dataset.

Deepfakes_video_classification ⭐ 51

Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]

Dl_cv_tensorflow_10weeks ⭐ 44

딥러닝-영상인식 CAMP 10주 과정을 위한 TensorFlow 코드들

Predicting Myers Briggs Type Indicator With Recurrent Neural Networks ⭐ 41

Deep Music Tagger ⭐ 41

Music genre classification model using CRNN

Cnn Rnn Classifier ⭐ 40

A practical example on how to combine both a CNN and a RNN to classify images.

Fieldrnn ⭐ 39

Temporal Vegetation Classification with Recurrent Neural Networks

MiraPy: A Python package for Deep Learning in Astronomy

Urban Sound Classification ⭐ 35

Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers

Dl_for_rsis ⭐ 30

Deep Leaning (DL) for remote sensing image (RSI) classification.

Deep Nlp ⭐ 30

[In-Progress] Mini implementations of deep learning algorithms for natural language processing in PyTorch

Motor Imagery Tasks Classification Using Eeg Data ⭐ 29

Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data

Machine Learning Course at IIT Bhilai

Dl Learning Resources ⭐ 27

Sketch_rnn_classification ⭐ 26

Rnn Text Classification Tf ⭐ 25

Tensorflow implementation of Attention-based Bidirectional RNN text classification.

Cnn Rnn Bitcoin ⭐ 24

Reusable CNN and RNN model doing time series binary classification

Question Classification Cnn Rnn Attention ⭐ 24

针对百度知道电影问答数据的问题分类 question classification for zhidao.baidu.com in movie domain

Tensorflow_basics ⭐ 23

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.

Deeplearning Study ⭐ 22

This is repository for DeepLearning Study in Kyung Hee University

document level sentiment classification implemented by tensorflow.

Ethnicity Tensorflow ⭐ 20

Name Nationality Classification with Recurrent Neural Networks

Deep Music Genre Classification ⭐ 20

🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis

Text_classification_tf ⭐ 19

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

Simple Implementation Of Ml Algorithms ⭐ 17

My simplest implementations of common ML algorithms

Context Encoding Of Detected Buildings ⭐ 17

Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings

Deep Learning using Rectified Linear Units (ReLU)

Implemented Data Science ⭐ 15

Implementation of various data science techniques and research papers

Straightforwardneuralnetwork ⭐ 15

A neural network lib in C++20 optimized for CPU. Create, train and use a neural network in less than 10 lines of codes.

Audiorecognition ⭐ 15

Google Speech Command Dataset Classification Neural Network, CNN, RNN

Probabilistic Rnn Da Classifier ⭐ 15

Probabilistic Dialogue Act Classification for the Switchboard Corpus using an LSTM model

Lung_diagnostics ⭐ 14

Keras implementation of Noise Masking RNN for respiratory sound classification

Text Classification Pytorch ⭐ 14

Text Classification in PyTorch

AI@UCF's custom-made course, organized by semesters

Orderless Rnn Classification ⭐ 12

Orderless Recurrent Models for Multi-label Classification

Video_title_classification ⭐ 12

Video short title classification.

Text Classification Mutli Label ⭐ 12

多标签文本分类

CNN-RNN for human activity recognition

Textsentimentclassification ⭐ 11

TextSentimentClassification, using tensorflow.

Bangla News Rnn ⭐ 11

Bangla news classification and generation

Tensorflow_examples ⭐ 11

This project use TensorFlow framework to do many interesting applications. Many popular deep leaning architecture will be implemented is this project, including Neural Networks, RNN, LSTM, Auto-encoder, CNN, etc.

Computer Vision ⭐ 9

Find the implementation of Computer vision-based projects with Python, Deep Learning, and OpenCV

Machine Learning ⭐ 9

Machine Learning Practise

This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.

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