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188 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

Machinelearning ⭐ 4,030

My blogs and code for machine learning. http://cnblogs.com/pinard

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

Deep Learning With Keras Notebooks ⭐ 1,868

Jupyter notebooks for using & learning Keras

Awesome Embedding Models ⭐ 1,329

A curated list of awesome embedding models tutorials, projects and communities.

Textclassifier ⭐ 754

tensorflow implementation

Word2vec Sentiments ⭐ 632

Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")

Sunny Side Up ⭐ 512

Sentiment Analysis Challenge

Deep_learning_nlp ⭐ 359

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

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Log Anomaly Detector ⭐ 278

Log Anomaly Detection - Machine learning to detect abnormal events logs

BNLP is a natural language processing toolkit for Bengali Language.

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

Conceptualsearch ⭐ 230

Train a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs

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

Debiaswe ⭐ 195

Remove problematic gender bias from word embeddings.

Text_similarity ⭐ 189

Text Similarity

2017 Ccf Bdci Aijudge ⭐ 170

2017-CCF-BDCI-让AI当法官(初赛)：7th/415 (Top 1.68%)

Hierarchical Attention Network ⭐ 117

Implementation of Hierarchical Attention Networks in PyTorch

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.

Competitive Data Science 1 ⭐ 96

How to Win a Data Science Competition: Learn from Top Kagglers

Naturallanguagerecommendations ⭐ 94

Getting recommendations from natural language

Bert Token Embeddings ⭐ 92

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

Textclustering ⭐ 71

Product Categorization Nlp ⭐ 70

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Dl_in_nlp_deeppavlov_cs224n_spring2020 ⭐ 65

"Deep Learning in Natural Language Processing" - a course by DeepPavlov built on top of Stanford's cs224n

Vaaku2vec ⭐ 65

Language Modeling and Text Classification in Malayalam Language using ULMFiT

Word2Vec models with Twitter data using Spark. Blog:

Game2vec ⭐ 61

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

Clinical Notes Diagnosis Dl Nlp ⭐ 59

Word2vec Movies ⭐ 53

Bag of words meets bags of popcorn in Python 3 中文教程

Shusentang Dive Into Dl Pytorch ⭐ 53

Cyber Matrix Ai ⭐ 53

Collection of cyber security and "AI" relevant topics

Word Embedding With Python ⭐ 52

word2vec, doc2vec, GloVe implementation with Python

Average Word2vec ⭐ 52

🔤 Calculate average word embeddings (word2vec) from documents for transfer learning

personal learning resources and learning notes

Multi_text_classification ⭐ 49

Multi Text Classificaiton

Item2vec_tutorial_with_recommender_system_application ⭐ 47

Item2vec_tutorial_git

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

Cnn_text_classification ⭐ 42

A PyTorch CNN for classifying the sentiment of movie reviews, based on the paper "Convolutional Neural Networks for Sentence Classification" by Yoon Kim (2014).

Deep Learning Nd Exercises ⭐ 41

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

Word2vec Russian Novels ⭐ 39

Inspired by word2vec-pride-vis the replacement of words of Russian most valuable novels text with closest word2vec model words. By Boris Orekhov

Word2vec ⭐ 38

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

Lstm_han ⭐ 36

LSTM and Hierarchical Attention Network on DSVM

Localebnb ⭐ 36

My capstone project for Galvanize (Zipfian Academy)

Word2vec Bias Extraction ⭐ 35

How are words loaded with meaning? Repository accompanying research by Alina Arseniev-Koehler and Jacob G. Foster, titled "Machine learning as a model for cultural learning: teaching an algorithm what it means to be fat." https://journals.sagepub.com/doi/full/10.1177/0049

Word2vec Tsne ⭐ 35

Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.

Topic Labeling ⭐ 35

The project proposes a framework to apply topic models on a text-corpus and eventually topic labels on the generated topics.

Neural Networks ⭐ 34

All about Neural Networks!

Align Linguistic Alignment ⭐ 33

Python library for extracting quantitative, reproducible metrics of multi-level alignment between two speakers in naturalistic language corpora.

Text Analysis ⭐ 32

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

Ml_playground ⭐ 31

Collection of machine learning projects

Beyond_word2vec ⭐ 29

Slides for my doc2vec workshop/talk

Wordembedding Hebrew ⭐ 27

The code behind the blog post: https://www.oreilly.com/learning/capturing-semanti

Twitter_sentiment_analysis_part11 ⭐ 26

Twitter sentiment analysis part 11: Word2Vec with Convolutional Neural Network

Word2vec_theano ⭐ 26

The implementation of Word2Vec (SkipGram - and CBOW) models using theano and numpy

Word2veclite ⭐ 24

Python implementation of Word2Vec

Stackoverflow Semantic Search ⭐ 24

Word2Vec encodings based search engine for Stackoverflow questions

Servenet ⭐ 24

Service Classification based on Service Description

Trumptwitteranalysis ⭐ 23

Use machine learning (word2vec, LSI, LDA, NB, etc) to analysis Donald Trump's tweets. Based on Python.

Learnpython2018 ⭐ 22

Python course for 2nd year NLP students at NRU HSE, 2018-2019

Chainer Notebooks ⭐ 21

Jupyter notebooks for Chainer hands-on

Word2vec Workshop ⭐ 21

word2vec workshop - a conceptual introduction and practical application

Receiptdid ⭐ 21

Receipt.ID is a multi-label, multi-class, hierarchical classification system implemented in a two layer feed forward network.

Repository for Book 《TensorFlow 2.0 入门实践》

Persian Sentiment Analyzer ⭐ 20

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Machine Translation Transformers ⭐ 20

Machine Translation using Transfromers

Learningspoons ⭐ 20

nlp lecture-notes and source code

Nlp_classification_workshop ⭐ 20

NLP Classification Workshop

Lstm_attention_tf ⭐ 20

Add attention layer to LSTM/word2vec model for sentiment analysis using tensorflow

Like2vec_tensorflow ⭐ 19

Implementing Like2Vec (Word2Vec for users or items) using TensorFlow

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Poke2vec ⭐ 19

ポケモンの役割ベクトルを計算

Nlpnotebook ⭐ 19

一份不断完善的NLP学习笔记

Bringing node2vec and word2vec together for cool stuff

Img_classification_deep_learning ⭐ 18

Word Embeddings From Scratch ⭐ 17

Creating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.

Word2vec With Gensim ⭐ 17

Build and visualize Word2Vec model on Amazon health and personal care reviews corpus

Searchbetter ⭐ 16

SearchBetter: query rewriting for search engines on small corpuses (Harvard research project)

Quora_question_pairs_nlp_kaggle ⭐ 15

Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training

open book question answering

Bangla Word2vec ⭐ 15

Bangla word2vec using skipgram approach

Path2vec ⭐ 15

Learning to represent shortest paths and other graph-based measures of node similarities with graph embeddings

Grad Cam Text ⭐ 15

Implementation of Grad-CAM for text.

Learnpython2017 ⭐ 14

Python course for 2nd year NLP students at NRU HSE, 2017-2018

Name Disambiguation ⭐ 14

同名论文消歧的工程化方案（参考2019智源-aminer人名消歧竞赛第一名方案）

Python_hour ⭐ 14

Includes documents related to Python Hour #87 and #94

Vector_space_modelling ⭐ 14

NLP in python Vector Space Modelling and document classification NLP

Pycon2016 ⭐ 13

Code and Presentation for PyCon2016

Ntua Slp Nlp ⭐ 13

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

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.

Sentiment Analysis Cnn ⭐ 13

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

Siamese Recurrent Architectures ⭐ 13

Usage of Siamese Recurrent Neural network architectures for semantic textual similarity

Quranic Search V2 ⭐ 12

Quranic Lexical/Semantic Search

Word2vec Pt ⭐ 12

Tensorflow implementation of the Skipgram model with different scripts to train Portuguese word embeddings.

CS20 (Tensorflow) 정리

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