aws-samples/amazon-sagemaker-local-mode

Amazon SageMaker Local Mode Examples

Language: Python - Size: 5.94 MB - Last synced at: about 3 hours ago - Pushed at: 17 days ago - Stars: 257 - Forks: 63

explosion/sense2vec

🦆 Contextually-keyed word vectors

Language: Python - Size: 1.16 MB - Last synced at: 3 days ago - Pushed at: 23 days ago - Stars: 1,652 - Forks: 241

pbellot/ANF-TDM

Code, données et documentations de l'atelier "Apprentissage automatique pour la classification textuelle" organisé dans le cadre de l'Action Nationale de Formation "Exploration documentaire et extraction d'information" CNRS-INRAE en 2020-21.

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KrishArul26/Text-Classification-DBpedia-ontology-classes-Using-LSTM

Text classification is the task of assigning a set of predefined categories to free text. Text classifiers can be used to organize, structure, and categorize pretty much anything. For example, new articles can be organized by topics, support tickets can be organized by urgency, chat conversations can be organized by language, brand mentions can be organized by sentiment, and so on.

Language: Python - Size: 27.3 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

official-biswadeb941/Mayabati---Your-Personal-AI-Chef

Mayabati is a personal AI chef designed for enhancing culinary experience. Crafted by Biswadeb Mukherjee, a leading developer of ParseSphere Innovations.

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harshildarji/Machine-Learning

Machine Learning Practise

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minimalparts/nonce2vec

Incremental learning of word embeddings with context informativeness.

Language: Python - Size: 5.12 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 94 - Forks: 15

estamos/word2vec-thesis

🎓 Diploma Thesis | A Word2vec comparative study of CBOW and Skipgram

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cwdwiggins/Yelp_Sentiment_Analysis_Project

Sentiment analysis project using NLP on 20,000 Yelp reviews. Purpose is to gain a strong understanding of NLP and to build a useful tool to help developers understand how their product resonates with their user base.

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hazem-alabiad/automated-essay-grading-system

This is a system that automatically grades essays built using Machine Learning (ML), Deep Learning (DL), Natural Language Processing (NLP) techniques with the help of many libraries and tools e.g. scikit-learn, Keras, Seaborn, Gensim, NLTK, Ploty, Numpy, Pandas.

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akb89/nonce2vec Fork of minimalparts/nonce2vec

Incremental learning of word embeddings with context informativeness

Language: Python - Size: 5.1 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Md-Emon-Hasan/NLP-CodeBasics

Collection of basic Natural Language Processing examples that cover essential techniques like tokenization, text representation, and text classification.

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mosesab/Categorize-News-Headlines-With-Word-Embeddings

A simple project that creates a dataset of News Headlines with Primary Category, Secondary Category, Date, Day, Month,Year, Sentiment, SentimentPolarity, Emotion and Url. All News Headlines are scraped from punch newspaper and sorted into a csv file.

Language: Python - Size: 709 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

nabojyoti/Research-Paper-Abstract-Generator

Generating abstract of research papers

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ICLRandD/Case2Vec

A simple web application for searching Word2Vec embeddings derived from approximately 2,000 law reports published by the The Incorporated Council of Law Reporting for England & Wales (https://www.iclr.co.uk).

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maxkokot/AMP-Parkinson-Baseline

A baseline solution Kagle AMP®-Parkinson's Disease Progression Prediction Competition https://www.kaggle.com/competitions/amp-parkinsons-disease-progression-prediction

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ledsouza/nlp-article-classification

This project aims to develop a machine learning model capable of classifying news articles into different categories based on their titles. Two different word embedding models (CBOW and Skip-gram) are trained and used to vectorize the article titles. These vectorized representations are then used to train a Logistic Regression classifier.

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alaazamelDev/text-based-search-engine

Implementation of a search engine using TF-IDF and Word Embedding-based vectorization techniques for efficient document retrieval

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fnielsen/wembedder

Wikidata embedding

Language: Python - Size: 174 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 50 - Forks: 11

FYT3RP4TIL/Fake-News-Detection-V4-Gensim-GoogleNews300

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FYT3RP4TIL/Lexicon-NLP-Lab

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atifc2/Sentiment-Analysis-of-Unsupervised-Data

Sentiment Analysis of Books and Its impact on children using Deep Learning

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0xPriyanshuJha/NLP-Expedition

NLP Expedition

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TimKong21/Git-Hub-Social-Network-Link-Prediction

Link prediction model that predicts whether pairs of GitHub developers will have mutual followers

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Decode369/British-Airways-Forage-Virtual-Internship

Task-1 : Sentiment Analysis (Text Analysis+ Sentiment Analysis+ LDA model) Task-2: Random Forest Model for booking completion

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Yash2108/topic-classification

This project implements a semi-supervised approach to classify UN speeches. Utilized BERT, Gensim, Node2Vec and Tensorflow

Language: Python - Size: 117 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

farvath/Resume-Parser-and-Analysis

This application is built for employers looking for candidates against a particular job description .

Language: Python - Size: 369 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

hammadhadikhan/Sentiment-Analysis-using-Various-NLP-approaches

I performed sentiment analysis aimed at determining the sentiment of 50000 imDB movie reviews, whether they are positive, negative, or neutral. I employed various NLP approaches including lexicon based approaches, machine learning models, PLM models, and hybrid models, and assessed the performance on each type of model.

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tien02/ensemble-roberta-fasttext-vietnamese

Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

Language: Python - Size: 152 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 16 - Forks: 3

PrashantRanjan09/WordEmbeddings-Elmo-Fasttext-Word2Vec

Using pre trained word embeddings (Fasttext, Word2Vec)

Language: Python - Size: 27.3 KB - Last synced at: 4 months ago - Pushed at: almost 7 years ago - Stars: 158 - Forks: 31

giuseppebonaccorso/Reuters-21578-Classification

Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM

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elevin01/Summer-Research

Detecting Inconsistencies in the Modeling of SNOMED CT

Language: Python - Size: 883 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Rajspeaks/Deep-Learning-Approach-to-English-Corpus-Text-Visualization-using-Word2Vec-Model

English Corpus Text-Visualization using Word2Vec Model from Gensim. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.

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mlai-demo/TextExplore

NLP notebooks

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tejaswidabas123/_NLP_

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poornaditya1/Essgraster

A smart essay grader working on the power of Machine Learning

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giuseppebonaccorso/twitter_sentiment_analysis_word2vec_convnet

Twitter Sentiment Analysis with Gensim Word2Vec and Keras Convolutional Network

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prateekguptaiiitk/Resume_Filtering

A resume filtering based on natural language processing

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g-laz77/LinearNet

Training a transformation matrix which can be used to “connect” word of language L1 in embedding space S1 to word of language L2 in embedding space S2.

Language: OpenEdge ABL - Size: 104 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

ravi3222/DUPLICATE_PRODUCT_DETECTION

Word2vec (word embeddings) approach to identify duplicate products listing from structured textual data from an e-commerce website.

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harshtikuu/Sentiment-Analysis-with-CNNs

Sentiment analysis of Movie Reviews.

Language: Python - Size: 3.49 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 2

mmdoha200/ArWordVec

ArWordVec is a collection of pre-trained word embedding model built from huge repository of Arabic tweets in different topics. The aim of these models is to support the community in their Arabic NLP-based research.

Language: Python - Size: 92.8 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 1

levitation-opensource/LegalSearch

A prototype legal text search engine that uses a semantic search algorithm in order to find related keywords and sort the results by relevance.

Language: Python - Size: 27.3 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

bill-io/Infromation-Retrieval-with-word2vec

This GitHub repository features Python code for Elasticsearch indexing and Word2Vec model training, enabling enhanced text document retrieval.

Language: Python - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

fann1993814/word2vecl

Labeled Word2Vec for Semi-Supervised Learning

Language: Python - Size: 43 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

alaBay94/Sentiment-analysis-amazon-Products-Reviews

NLP with NLTK for Sentiment analysis amazon Products Reviews

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skaty5678/PREcily_gensim_API

calculating the text similarity but using gensim.

Language: Python - Size: 42.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

3quetra/jupyter-notebooks

jupyter notebooks samples

Language: Jupyter Notebook - Size: 108 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

kulwinderkk/recipe_recommender_nlp

This project is an unsupervised NLP-based recipe recommender system designed to provide personalized recipe suggestions. The system employs content-based filtering techniques, utilizing cosine similarity to measure the resemblance between user inputs and a database of recipes.

Language: Jupyter Notebook - Size: 1.66 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

SwamiKannan/Automated-IT-ticket-routing-using-Bi-directional-RNNs

Classification of IT trouble tickets

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HashimHB/Twitter-Sentiment-Analysis

Convolution Neural Networks Machine Learning model to classify the polarity of tweet using Gensim Word2Vec.

Language: Jupyter Notebook - Size: 460 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

gkeg/word-embedding-visualizer

A tool to view how Word2Vec represents words in your favourite books.

Language: Python - Size: 58.7 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0

Shuailong/EntityWord2Vec

Train word2vec and keeps all entities regardless of their frequency

Language: Python - Size: 619 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

maggieezzat/Covid19-Semantic-based-Search

Semantic-based search using word embedding to help the medical community develop answers to high priority scientific questions using Kaggle's CORD-19 dataset. This repository is part of Kaggle's CORD-19 challenge: https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge

Language: Jupyter Notebook - Size: 26.7 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

demacdolincoln/test-sentiment_analysis

a simple test for sentiment analysis using gensim, pytorch, numpy...

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harshildarji/TMP-SS-2020

Text Mining Project, SS-2020

Language: Python - Size: 183 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

alicediakova/Lexical-Substitution

Project for Natural Language Processing Course at Columbia University's School of Engineering and Applied Science, Nov 2022

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parvez86/SentimentAnalysisAPI

A django web backend server that has single api for collecting sentiment text as json format, analyze them with a huggingface pretrained model and return the sentiment of the text as a json response.

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shaimaaK/arabic-word-embedding

Arabic Word Embedding models SkipGram, and GLoVE are trained over Arabic Wiki data Dump 2018 dataset from scratch using Gensim and GLoVE python libraries. Then the models are evaluated on three NLP tasks and its results are visualized in T-SNE

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parvez86/DeepLearning

Implementing and Visualizing Deep Learning Models

Language: Jupyter Notebook - Size: 2.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

meet5398/NLP-Natural-Language-Processing-

This repository is a collection of six minor projects focused on Natural Language Processing (NLP) along with relevant datasets. The projects are designed to help individuals gain a better understanding of NLP by applying concepts to real-world problems. Additionally, the repository includes a file that provides a comprehensive overview of NLP .

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davidlotfi/NLP

Natural Language Processing (traitement automatique du langage naturel )

Language: Python - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

rezacsedu/Classification_Benchmarks_Benglai_NLP

Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network

Language: Jupyter Notebook - Size: 6.51 MB - Last synced at: 12 months ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 15

Yyalexx/chat-bot

Чат-бот-«барахольщик»: по продуктовому запросу рекомендует товары, по остальным запросам отвечает «болталкой».(annoy, word2vec)

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

aitoralmeida/spanish_word2vec

Ready to use Spanish Word2Vec embeddings created from >18B chars and >3B words

Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 29 - Forks: 5

rocket-pig/vector-visualizer

Visualize/explore word2vec datasets with pygame

Language: Python - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

EleetCodeR/YTVideoRanking

A novel approach towards video-ranking using intent and relevance feedback

Language: Python - Size: 113 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

kevingo/word2vec-example

Language: Python - Size: 155 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

Fuzzy-sh/Advanced-Data-analytics

bash script and pytorch implementation for Word2vec models

Language: Python - Size: 1.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

MartinCastroAlvarez/search-keras-gensim-elasticsearch

Search Engine using Word Embeddings, GloVe, Neural Networks, BART and Elasticsearch

Language: Python - Size: 1.85 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

giuseppebonaccorso/bbc_news_classification_comparison

BBC News classification algorithm comparison

Language: Jupyter Notebook - Size: 80.1 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 7 - Forks: 10

TimKong21/Facebook-page-classifier

Apply Multi-class node classification algorithm to classify Facebook page content type

Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

rochimfn/question-answering-konstitusi

Indonesia Constitution Question Answering System (Telegram Bot, Streamlit Page, and HTTP API)

Language: Python - Size: 38.1 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

devildances/TwitterSentimentAnalysis_Final_Project

Sentiment analysis for Twitter's tweet (in Indonesia language) was built with 3 models to get a comparison in determining which model gives the best results for predicting a tweet to have a positive or negative meaning.

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 5

akinfelami/class-recommender-nlp

An NLP based machine learning model trained on data scraped from over 4000 classes at Cornell University.

Language: Jupyter Notebook - Size: 848 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

nursnaaz/Deeplearning-and-NLP

Deep Learning notes and practical implementation with Tensorflow and keras. Text Analytics and practical application implementation with NLTK, Spacy and Gensim.

Language: Jupyter Notebook - Size: 45.9 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 30 - Forks: 56

EricPaul075/OCP6-Consumer-goods-automatic-classification-with-NLP-and-CNN

Unsupervised classification of products based on their text description (NLP) or image (computer vision)

Language: Jupyter Notebook - Size: 3.02 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

snoop2head/instagram_hashtag_analysis

📷 Crawl and Analyze Instagram Hashtag Data: KoNLPY to gensim word2Vec & scikit-learn TF-IDF

Language: Jupyter Notebook - Size: 59.6 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 4

Nomiluks/Sentence-Aspect-Category-Detection

Aspect-Based Sentiment Analysis

Language: Jupyter Notebook - Size: 163 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 35 - Forks: 13

ebrahimpichka/semantic-textual-similarity

Categorizing products of an online retailer based on products’ titles using word2vec word-embedding and DBSCAN (density-based spatial clustering of applications with noise) clustering.

Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

derpylz/semantle_umap

Visually explore a game of semantle using a UMAP representation of the underlying word2vec word embedding.

Language: HTML - Size: 2.57 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

fredriko/metacurate-lexicon

A web service that exposes semantic similarity search via a web GUI and a RESTful API.

Language: Python - Size: 419 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 0

pemagrg1/Words-To-Vectors

Various ways to convert word to vectors. Created Date: 16 Feb 2018

Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

FishmanMax/-Model-for-Identifying-Statements-That-Mean-Quantitative-Estimates

The Model for Identifying Statements That Mean Quantitative Estimates of the Value of Global Markets from Scientific and Technological Texts in English and Their Visualization

Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

AhmadKhaliqIT/PersianSimilarity

A simple, fast Python package that finds Persian(Farsi) words similarities.

Language: Python - Size: 8.6 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

richa1711/Yoga-Asana-Recommendation-Model

🎯 The project aims to predict suitable yoga asanas based upon the user defined constraints including benefits, age, contraindication and level, datasets from suggested books were collected and preprocessed

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

yafangy/word2vec_yelp_review_embedding

Language: Python - Size: 3.91 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 1

himalayan-sanjeev/Nepali_Word2Vec_Model_Making

Making Nepali Word2Vec Model, using Gensim library with Nepali Bible Corpus.

Language: Jupyter Notebook - Size: 3.3 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

gPlacide/Pagerank

PageRank Algorithm

Language: Python - Size: 9.67 MB - Last synced at: 10 days ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 1

panangam/Twitter-LDA

Code to run LDA algorithm on Twitter/Foursquare scraped data.

Language: Python - Size: 14.6 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 14 - Forks: 5

MaySoMusician/word2vec-visualizer-nuxt

理系版 にほんごであそぼ inspired by ラムダ技術部

Language: Vue - Size: 2.61 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Ostyk/sensEmbedd

Learning sense embeddings for word similarity

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

Dwijraj/Natural-Language-Processing

Beginning with NLP

Language: Jupyter Notebook - Size: 3.17 MB - Last synced at: 15 days ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

prabormukherjee/Language_translator

Language translation eng to french

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

SigSegvSquad/WordLink-PharmaSearch

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

Language: Jupyter Notebook - Size: 49.5 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 4

HassanAlgoz/text-generation

Generate and predict text, using Recurrent Neural Networks. (Keras+Tensorflow+Gensim)

Language: Jupyter Notebook - Size: 104 KB - Last synced at: 13 days ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 0

Aghabeiki/sentences2vector

Get Similarity of two sentences based gensim word2vec trained model.

Language: TypeScript - Size: 1.54 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

jalajthanaki/HarryPotter2Vec

This repository is contains the Word2Vec model for Harry Potter series.

Language: Jupyter Notebook - Size: 51.5 MB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 2

omar-csse/kmer2vec

Language: Jupyter Notebook - Size: 527 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

RyanLuu/Screenplay-Data-Visualization Fork of josephwon0310/Launchpad

Language: Python - Size: 185 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0