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29 search results found

Ai For Beginners ⭐ 30,191

12 Weeks, 24 Lessons, AI for All!

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Competition Baseline ⭐ 3,773

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

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

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

Practical Machine Learning With Python ⭐ 2,054

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Turkce Yapay Zeka Kaynaklari ⭐ 1,893

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

Ncrfpp ⭐ 1,862

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

One Pixel Attack Keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Deep Learning Experiments ⭐ 1,050

Videos, notes and experiments to understand deep learning

Text_gcn ⭐ 1,008

Graph Convolutional Networks for Text Classification. AAAI 2019

A Tensorflow implementation of QANet for machine reading comprehension

Pytorchtext ⭐ 959

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Nlp_overview ⭐ 958

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Bolt is a deep learning library with high performance and heterogeneous flexibility.

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Lstm Char Cnn Tensorflow ⭐ 737

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

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

Awesome Gcn ⭐ 377

resources for graph convolutional networks （图卷积神经网络相关资源）

Text Classification Models Pytorch ⭐ 309

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

Komputation ⭐ 292

Komputation is a neural network framework for the Java Virtual Machine written in Kotlin and CUDA C.

Rc Cnn Dailymail ⭐ 282

CNN/Daily Mail Reading Comprehension Task

Deep Learning Specialization Coursera ⭐ 266

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

Natural Language Processing With Tensorflow ⭐ 264

Natural Language Processing with TensorFlow, published by Packt

Tensorflow Ml Nlp Tf2 ⭐ 245

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Good Papers ⭐ 231

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

Dilated Cnn Ner ⭐ 214

Dilated CNNs for NER in TensorFlow

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Text Cnn Tensorflow ⭐ 211

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Character Based Cnn ⭐ 209

Implementation of character based convolutional neural network

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Multihead Siamese Nets ⭐ 173

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Implementation of Very Deep Convolutional Neural Network for Text Classification

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

Text Emotion Classification ⭐ 165

Archived - not answering issues

Chinese Text Classification Pytorch ⭐ 156

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！

Webml Polyfill ⭐ 153

Deprecated, the Web Neural Network Polyfill project has been moved to https://github.com/webmachinelearning/webnn-polyfi

Nlp Beginner Guide Keras ⭐ 149

NLP model implementations with keras for beginner

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Twitter Sentiment Cnn ⭐ 133

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

Id Cnn Cws ⭐ 130

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

Deeplearning ⭐ 128

Deep Learning introduction and its application in various fields

Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"

Chinese Sentiment Classification ⭐ 117

简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业

Active Nlp ⭐ 116

Bayesian Deep Active Learning for Natural Language Processing Tasks

Deeplearning.ai ⭐ 110

Pytorch Pos Tagging ⭐ 109

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Ai Nlp Paper Readings ⭐ 107

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

Pytorch ⭐ 104

PyTorch tutorials A to Z

Pytorch Question Answering ⭐ 102

Important paper implementations for Question Answering using PyTorch

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Learning Manual ⭐ 98

个人学习手册（AI、Web、Quant）

Machine_learning ⭐ 98

机器学习、深度学习、NLP实战项目

Interpretable Models for NLP using PyTorch

A repository for recording the machine learning code

Tutorial ⭐ 94

Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)

Ml Dl Tutorial ⭐ 91

Machine Learning /DL Tutorial

Deep Learning ⭐ 90

Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke

Nlp Interview Notes ⭐ 84

📚 专门为自然语言处理(NLP)面试准备的学习笔记与资料

Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.

Intra Bag And Inter Bag Attentions ⭐ 80

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

Diin In Keras ⭐ 70

Reproducing Densely Interactive Inference Network in Keras

Yelp_comments_classification_nlp ⭐ 61

Yelp round-10 review comments classification using deep learning (LSTM and CNN) and natural language processing.

End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial ⭐ 59

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Comparemodels_trecqa ⭐ 55

Compare six baseline deep learning models on TrecQA

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Chinesehumorsentiment ⭐ 51

ChineseHumorSentiment, chinese humor sentiment mining including corpus build and mining nlp methods.中文文本幽默情绪计算项目,项目包括幽默文本语料库的构建,幽默计算模型,包括幽默等级识

Review_aspect_extraction ⭐ 49

CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

Classifying Relations by Ranking with Convolutional Neural Networks

A Fast and Accurate Neural Thai Word Segmenter

Text Classification Pytorch ⭐ 47

Implementation of papers for text classification task on SST-1/SST-2

Sentiment Analysis Of Tweets In Russian ⭐ 46

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Natural Language Processing for Korean with Deep Learning

Text classification models. Used a submodule for other projects.

Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Atec Nlp ⭐ 40

蚂蚁金服比赛 15th/2632

Image_captioning ⭐ 40

generate captions for images using a CNN-RNN model that is trained on the Microsoft Common Objects in COntext (MS COCO) dataset

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Convolutional Vqa ⭐ 38

Reading_comprehension_tf ⭐ 36

Machine Reading Comprehension in Tensorflow

The Ultimate Google Tensorflow Developer Certificate Exam Study Guide ⭐ 35

Google TensorFlow Developer Certificate Study Guide

Nlp Stock Prediction ⭐ 34

Caver: a toolkit for multilabel text classification.

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Visual Question Answering ⭐ 32

CNN+LSTM, Attention based, and MUTAN-based models for Visual Question Answering

Text Classification ⭐ 31

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

Awesome Text Classification ⭐ 29

Text classification meets word embeddings.

Model Zoo ⭐ 29

Implementations of various Deep Learning models in PyTorch and TensorFlow.

Cnn Question Classification Keras ⭐ 29

Chinese Question Classifier (Keras Implementation) on BQuLD

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