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114 search results found

Dive Into Dl Pytorch ⭐ 13,747

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Deeplearning ⭐ 7,463

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

Paddlerec ⭐ 3,992

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、T MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAM Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWi 、movielens等

Deep Learning 21 Examples ⭐ 3,883

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

Dive Into Dl Tensorflow2.0 ⭐ 3,588

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Deep Learning With Keras Notebooks ⭐ 1,868

Jupyter notebooks for using & learning Keras

Nlper Interview ⭐ 1,746

该仓库主要记录 NLP 算法工程师相关的面试题

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Repo 2017 ⭐ 1,146

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

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

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

Deep neural network framework for multi-label text classification

Vectorhub ⭐ 546

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

Sunny Side Up ⭐ 512

Sentiment Analysis Challenge

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Deep Learning For Nlp Resources ⭐ 338

List of resources to get started with Deep Learning for NLP.

Natural Language Processing ⭐ 336

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

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Deep Learning 101 ⭐ 268

Deep Learning Tutorials

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Movietaster Open ⭐ 241

A practical movie recommend project based on Item2vec.

Germanwordembeddings ⭐ 224

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

Practical 1 ⭐ 220

Oxford Deep NLP 2017 course - Practical 1: word2vec

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

Splitter ⭐ 203

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

Chameleon_recsys ⭐ 202

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

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

Fasttext.js ⭐ 169

FastText for Node.js

Role2vec ⭐ 157

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Chinese Book ⭐ 133

《深度学习：一起玩转TensorLayer》资源分享、讨论

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Hierarchical Attention Network ⭐ 117

Implementation of Hierarchical Attention Networks in PyTorch

Bdci2017 Minglue ⭐ 112

BDCI2017-让AI当法官，决赛第四（4/415）https://www.datafountai

Repo 2016 ⭐ 105

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Cnn Yelp Challenge 2016 Sentiment Classification ⭐ 104

IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.

Walklets ⭐ 96

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

Doc2vec Api ⭐ 92

document embedding and machine learning script for beginners

Deep Learning For Beginners ⭐ 89

videos, lectures, blogs for Deep Learning

Ja.text8 ⭐ 74

Japanese text8 corpus for word embedding.

Deep learning for natural language processing

Pujangga ⭐ 62

Pujangga - Indonesian Natural Language Processing Tool with REST API, an Interface for InaNLP and Deeplearning4j's Word2Vec

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

Ctr Prediction ⭐ 56

Sharing the CTR Prediction original paper and personal study notes

Hyperfoods ⭐ 56

It was built a web application as a step forward in building a 3D recommendation system.

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

Cyber Matrix Ai ⭐ 53

Collection of cyber security and "AI" relevant topics

Cs224d Deep Learning For Nlp ⭐ 52

Notes, code, and other resoruces for auditing the course CS224d: Deep Learning for Natural Language Processing

Textclassification ⭐ 52

deep learning in text classification(keras)

🚶 Cython implementation of DeepWalk

personal learning resources and learning notes

Natural Language Processing for Korean with Deep Learning

Rumordetection ⭐ 44

User Guide Tensorflow ⭐ 43

[Cloudframeworks]TensorFlow Chatbot - user guide / [云框架]TensorFlow Chatbot-用户指南

Song Playlist Recommendation ⭐ 43

This project was a joint effort by Lucas De Oliveira, Chandrish Ambati, and Anish Mukherjee to create a song and playlist embeddings for recommendations in a distributed fashion using a 1M playlist dataset by Spotify.

A library for advanced Natural Language Processing towards multi-modal educational items.

Deep Learning Nd Exercises ⭐ 41

Notes and coding exercises from the various lessons in Udacity's Deep Learning Nanodegree Foundation

Word2vec Win32 ⭐ 41

A word2vec port for Windows.

Autoencode ⭐ 40

AutoenCODE is a Deep Learning infrastructure that allows to encode source code fragments into vector representations, which can be used to learn similarities.

Tensorflow Chatbot Chinese ⭐ 39

網頁聊天機器人 | tensorflow implementation of seq2seq model with bahdanau attention and Word2Vec pretrained embedding

Lyrics Generator ⭐ 39

Generating lyrics with a recurrent neural network

Word2vec ⭐ 38

訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.

Awesome Papers ⭐ 38

机器学习，深度学习，自然语言处理，计算机视觉方面的顶级期刊会议论文集

Assessing Source Code Semantic Similarity with Unsupervised Learning

Subgraph2vec_gensim ⭐ 36

Contains the code (and working vm setup) for our KDD MLG 2016 paper titled: "subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs"

Lstm_han ⭐ 36

LSTM and Hierarchical Attention Network on DSVM

Item2vec ⭐ 35

Implement item2vec algorithm

Philo2vec ⭐ 35

An implementation of word2vec applied to [stanford philosophy encyclopedia](http://plato.stanford.edu/)

Neural Networks ⭐ 34

All about Neural Networks!

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

Iustdeeplearningwithtensorflow ⭐ 31

Deep Learning with TensorFlow Course at Iran University of Science and Technology

Cnn Question Classification Keras ⭐ 29

Chinese Question Classifier (Keras Implementation) on BQuLD

Visually Informed Embedding Of Word View ⭐ 28

Visually informed embedding of word (VIEW) is a tool for transferring multimodal background knowledge to NLP algorithms.

Deepbadsentence ⭐ 24

Deep Learning Bad Sentence Classifier

Servenet ⭐ 24

Service Classification based on Service Description

Image2text ⭐ 24

A deep learning project to tell a story with an image or a video.

Ml Spam Sms Classification ⭐ 23

Naive Bayesian, SVM, Random Forest Classifier, and Deeplearing (LSTM) on top of Keras and wod2vec TF-IDF were used respectively in SMS classification

📉Deep learning from scratch using Go. Specializes in natural language processing

Chainer Notebooks ⭐ 21

Jupyter notebooks for Chainer hands-on

Pl Sentiment Analysis ⭐ 19

Nce Loss ⭐ 18

Tensorflow NCE loss in Keras

Cs224n Nlp With Deep Learning ⭐ 17

This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018

Dilation Gate CNN For Machine Reading Comprehension

Pydeeplearn ⭐ 15

pydeeplearn is a simple deep learning library written from scratch entirely in Python (CNN / RNN)

Kaggle_redefining_cancer_treatment ⭐ 14

Personalized Medicine: Redefining Cancer Treatment with deep learning

Personified Chatbot ⭐ 14

A personified chatbot responding to a query based on the answering pattern of Dr. APJ Abdul Kalam using Information Retrieval, Natural Language Processing, and Deep Learning techniques.

Sentiment Analysis Twitter Word2vec Keras ⭐ 13

A tweet sentiment classifier using word2vec and Keras. This Keras model can be saved and used on other tweet data, like streaming data extracted through the tweepy API.

Ntua Slp Nlp ⭐ 13

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

Siamese Recurrent Architectures ⭐ 13

Usage of Siamese Recurrent Neural network architectures for semantic textual similarity

Zero_shot_learning ⭐ 13

A Visual-semantic embedding model using word2vec and CNNs

Extractive Document Summarization ⭐ 13

Extractive Document Summarization Based on Convolutional Neural Networks

Sentiment Analysis Cnn ⭐ 13

Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec

A suite of tools for text preparation, vectorization and processing for deep learning with Keras.

CS20 (Tensorflow) 정리

Taxi Trajectory Prediction ⭐ 11

Taxi Trajectory Prediction

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