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81 search results found

Lectures ⭐ 15,503

Oxford Deep NLP 2017 course

Awesome Pytorch List ⭐ 14,715

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

NeMo: a toolkit for conversational AI

Stanza ⭐ 6,931

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Topdeeplearning ⭐ 4,901

A list of popular github projects related to deep learning

Practical Pytorch ⭐ 4,272

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Olivia ⭐ 3,622

💁‍♀️Your new best friend powered by an artificial neural network

Nlp_tasks ⭐ 2,904

Natural Language Processing Tasks and References

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Papers ⭐ 2,239

Summaries of machine learning papers

Deeplearn ⭐ 1,732

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

Spago ⭐ 1,691

Self-contained Machine Learning and Natural Language Processing library in Go

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Repo 2017 ⭐ 1,146

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Awesome Dl4nlp ⭐ 1,102

A curated list of awesome Deep Learning for Natural Language Processing resources

One Pixel Attack Keras ⭐ 1,078

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

Nlp Paper ⭐ 1,070

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py

Nlp_overview ⭐ 958

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Nlp Library ⭐ 955

curated collection of papers for the nlp practitioner 📖👩‍🔬

Tutorials ⭐ 847

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Awesome Relation Extraction ⭐ 831

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

Awesome_deep_learning_interpretability ⭐ 699

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

Gnns For Nlp ⭐ 619

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

Cs224n Learning Camp ⭐ 596

Neuspell ⭐ 541

NeuSpell: A Neural Spelling Correction Toolkit

Deeplearning.ai Natural Language Processing Specialization ⭐ 523

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

Dynet_tutorial_examples ⭐ 424

Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016

Course repo for Applied Natural Language Processing (Spring 2019)

Deep Learning Nlp ⭐ 393

📡 Organized Resources for Deep Learning in Natural Language Processing

Neuralmonkey ⭐ 385

An open-source tool for sequence learning in NLP built on TensorFlow.

Neuronlp2 ⭐ 358

Deep neural models for core NLP tasks (Pytorch version)

Natural Language Processing ⭐ 336

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

Language sentiment analysis and neural networks... for trolls.

Text Classification Models Pytorch ⭐ 309

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

Matchzoo Py ⭐ 305

Facilitating the design, comparison and sharing of deep text matching models.

Nn4nlp Concepts ⭐ 297

A repository of concepts related to neural networks for NLP

Nonautoreggenprogress ⭐ 290

Tracking the progress in non-autoregressive generation (translation, transcription, etc.)

Cs224n Winter Together ⭐ 284

an Open Course Platform for Stanford CS224n (2020 Winter)

Neural Sentiment Classification

Hscrf Pytorch ⭐ 261

ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)

Textclassification ⭐ 255

Pytorch + NLP, 一份友好的项目实践仓库

Machine Learning Notebooks ⭐ 241

Machine Learning notebooks for refreshing concepts.

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

Dl_paperreadingmeeting ⭐ 214

Deep Learning Paper Reading Meeting-Archive

Text Cnn Tensorflow ⭐ 211

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

A Pytorch Tutorial To Sequence Labeling ⭐ 202

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

Amazing Machine Learning Opensource 2019 ⭐ 189

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

Hntitlenator ⭐ 185

Test your HN title against a neural network

Deep Survey Text Classification ⭐ 177

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Multihead Siamese Nets ⭐ 173

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

Awesome Neural Adaptation In Nlp ⭐ 161

Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632

Awesome Nlp Resources ⭐ 157

This repository contains landmark research papers in Natural Language Processing that came out in this century.

Notebooks ⭐ 156

Jupyter Notebooks with Deep Learning Tutorials

Great Deep Learning Tutorials ⭐ 153

A Great Collection of Deep Learning Tutorials and Repositories

Awesome Data Science Viz ⭐ 150

💥 📈 A curated list of data science, analysis and visualization tools

Java Deep Learning Cookbook ⭐ 150

Code for Java Deep Learning Cookbook

Deeplearning_nlp ⭐ 149

基于深度学习的自然语言处理库

Open Ie Papers ⭐ 129

Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.

Deep Lyrics ⭐ 123

Lyrics Generator aka Character-level Language Modeling with Multi-layer LSTM Recurrent Neural Network

Deeplearning.ai ⭐ 110

Natural Synaptic ⭐ 110

Javascript Natural Language Classifier

Intro To Deep Learning For Nlp ⭐ 107

The repository contains code walkthroughs which introduces Deep Learning in the field of Natural Language Processing.

Kaggle Quora Question Pairs ⭐ 106

My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).

Adversarial Training for Neural Relation Extraction

Allennlp Semparse ⭐ 104

A framework for building semantic parsers (including neural module networks) with AllenNLP, built by the authors of AllenNLP

Pytorch ⭐ 104

PyTorch tutorials A to Z

Neural Question Generation ⭐ 103

Pytorch implementation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks

This is the PyTorch implementation of the ACL 2019 paper RankQA: Neural Question Answering with Answer Re-Ranking.

The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"

ECML 2019: Graph Neural Networks for Multi-Label Classification

Pred Rnn ⭐ 76

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

Interpretablenlp ⭐ 70

A list of publications on NLP interpretability (Welcome PR)

A neural architecture for relation extraction task implemented in Tensorflow.

C++ implementation for Neural Network-based NLP, such as LSTM machine translation!

Pytorch_notebooks ⭐ 64

A collection of PyTorch notebooks for learning and practicing deep learning

Nlp Pretrained Model ⭐ 63

A collection of Natural language processing pre-trained models.

UNF(Universal NLP Framework)

Awesome Nlp Research ⭐ 63

Machine Learning ⭐ 60

Awesome list (courses, books, videos etc.) and implementation of Machine Learning Algorithms

A convolutional neural network library for NLP.

Char Rnn Tensorflow ⭐ 58

Multi-layer Recurrent Neural Networks for character-level language models implements by TensorFlow

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Classifying Relations by Ranking with Convolutional Neural Networks

Pytorch_basic_nmt ⭐ 48

A simple yet strong implementation of neural machine translation in pytorch

Natural Language Processing ⭐ 48

Contains various architectures and novel paper implementations for Natural Language Processing tasks like Sequence Modelling and Neural Machine Translation.

Sentiment Analysis Of Tweets In Russian ⭐ 46

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

Deep Learning for Natural Language Processing in Stanford

Aiml Projects ⭐ 44

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

Pix2code Template ⭐ 43

Build a neural network to code a basic a HTML and CSS website based on a picture of a design mockup.

Nlp Analysis Methods ⭐ 42

Companion site for "Analysis Methods in Neural Language Processing: A Survey"

Awesome Ai Best Papers ⭐ 42

A curated list of famous CV/NLP/ML/AI best papers, inspired by Best Paper Awards in Computer Science (since 1996).

Neural Nlp ⭐ 41

[PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing

Entailment Neural Attention Lstm Tf ⭐ 40

(arXiv:1509.06664) Reasoning about Entailment with Neural Attention.

Cs224n_learning_note ⭐ 39

Stanford cs224n. 斯坦福2019最新cs224n学习资料个人学习笔记和解读以及作业解答。 http://web.stanford.edu/class/cs224n/

[ICML'21] I-BERT: Integer-only BERT Quantization

Parallel Corpora Tools ⭐ 39

Tools for filtering and cleaning parallel and monolingual corpora for machine translation and other natural language processing tasks.

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