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62 search results found

Nlp In Python Tutorial ⭐ 1,568

comparing stand up comedians using natural language processing

Text Analytics With Python ⭐ 1,073

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Concrete_nlp_tutorial ⭐ 973

An NLP workshop about concrete solutions to real problems

Word2vec Sentiments ⭐ 632

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

Fast_sentence_embeddings ⭐ 494

Compute Sentence Embeddings Fast!

Log Anomaly Detector ⭐ 278

Log Anomaly Detection - Machine learning to detect abnormal events logs

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.

2018 Daguan Competition ⭐ 230

2018年"达观杯"文本智能处理挑战赛-长文本分类-rank4

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

Rosetta ⭐ 206

Tools, wrappers, etc... for data science with a concentration on text processing

Poetry Seq2seq ⭐ 154

Chinese Poetry Generation

Daguan Classify 2018 ⭐ 153

2018达观杯长文本分类智能处理挑战赛 18解决方案

Compress Fasttext ⭐ 153

Tools for shrinking fastText models (in gensim format)

Product Categorization Nlp ⭐ 70

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

Stock Prediction ⭐ 57

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

Text Auto Summarization ⭐ 54

文本自动摘要

Word Embedding With Python ⭐ 52

word2vec, doc2vec, GloVe implementation with Python

Intro To Text Analytics ⭐ 51

introduction to text analytics in python training for odsc west 2018

Item2vec_tutorial_with_recommender_system_application ⭐ 47

Item2vec_tutorial_git

Adv_nlp_workshop_odsc_europe22 ⭐ 41

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems

Word2vec ⭐ 38

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

Nlp_workshop_odsc_europe20 ⭐ 36

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

Dynamic_topic_modeling ⭐ 31

dynamic topic modeling

10_days_of_deep_learning ⭐ 26

10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras

Random stuff related to CS224N that I'm making public. Not the main repository.

Mscproject ⭐ 22

Text2action ⭐ 21

Youtube Summariser ⭐ 19

Summarise YouTube videos and save time!

Crime Analysis ⭐ 18

Association Rule Mining from Spatial Data for Crime Analysis

Word2vec With Gensim ⭐ 17

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

Word Embeddings From Scratch ⭐ 17

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

Topic Modeling ⭐ 15

Physics2vec ⭐ 15

Things to do with arXiv metadata :)

Pymallet ⭐ 15

Python tools for text

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）

Nlp_practicum ⭐ 13

Lesson notebooks for an 8-week NLP course

Advanced Python Datasci ⭐ 13

Advanced Python for Data Science Workshop

Scripts For Extractive Summarization ⭐ 12

Scripts for an upcoming blog "Extractive vs. Abstractive Summarization" for RaRe Technologies.

Colab Gensim Mallet ⭐ 12

This repository is designed for students in DIGI405 at the University of Canterbury to do topic modeling through their browser using Google Colab. It is relevant for others who want to do topic modeling through a browser with their own corpus.

Naming Feature Analysis ⭐ 11

Deeplearning ⭐ 11

Alber Deep Learning

Nlp Topic Modeling And Sentiment Analysis Of Luxury Car Reviews ⭐ 10

Using NLP and LDA for Topic Modeling and Sentiment Analysis

Ansible Pydatalab ⭐ 9

Ansible playbook for creating a python based datalab

Research Paper Summarization ⭐ 9

Text Summarization for Research Papers

Nlp_programs ⭐ 9

本repo使用tensorflow2实现NLP中常见的模型：文本相似度分析、文本摘要、文本生成、机器

Docker Ml Python Sandbox ⭐ 8

Dockerfile for machine learning environment(scikit-learn, chainer, gensim, tensorflow, jupyter)

Word2vec Embeddings ⭐ 8

Understanding Word2Vec with Gensim and Elang (Python Packages)

Playground ⭐ 8

store my personal project

Nlp_basics ⭐ 8

Natural Language Processing basic and advance concepts

Nlp Topic Models ⭐ 7

Application of topic models for topic extraction and similarity search

Nlp_projects ⭐ 7

my nlp projects notebook

Twitter bot detection using deep learning.

Python scripts to train a doc2vec models using Gensim.

Topic Modelling ⭐ 6

Workshop on Topic Modelling

Finra_trace ⭐ 6

Research project on Financial Industry Regulatory Authority (FINRA) Trade Reporting and Compliance Engine (TRACE) academic version

Machine Learning powered Web Application to recommend you Massive Open Online Courses (MOOC) from Coursera 💙⚡

Poincare Embedding ⭐ 6

embedding with poincare embedding

Get Articles Meaning ⭐ 6

Getting meaning out of scientific articles using nltk/gensim and scikit-learn

Pharmasearch ⭐ 5

A Natural Language Search Enabled for Pharmaceutical research data. We aim to easily and efficiently find any search results using a word2vec encoder

word2vec, doc2vec testing for Japanese, using Ansible/Docker. See https://github.com/vochicong/datalab-nlp for a Datalab version.

Gtc_2020_transformers_lab ⭐ 5

The Notebooks for the Nvidia GTC 2020

Benchmark Word2vec Frameworks ⭐ 5

Benchmark popular Neural Networks frameworks for word2vec on different hardware platforms

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