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37 search results found

Gensim ⭐ 15,180

Topic Modelling for Humans

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Sense2vec ⭐ 1,486

🦆 Contextually-keyed word vectors

Nlp In Practice ⭐ 861

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

Polish Nlp Resources ⭐ 267

Pre-trained models and language resources for Natural Language Processing in Polish

Ml Projects ⭐ 243

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

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Concise Concepts ⭐ 222

This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

Rosetta ⭐ 206

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

Splitter ⭐ 203

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

Shallowlearn ⭐ 196

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Role2vec ⭐ 157

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

Diff2vec ⭐ 116

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

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

Pycon2015 ⭐ 88

Material for talk "Machine Learning 101" https://speakerdeck.com/kastnerkyle/pycon2015 https://us.pycon.org/2015/schedule/presentation/36

A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

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.

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

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Diagnosispredictor ⭐ 43

Predicts chronic diseases using a patient's previous history

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.

Word2vecandtsne ⭐ 36

Scripts demo-ing how to train a Word2Vec model and reduce its vector space

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.

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

A private, free, open-source search engine built on a P2P network

Machinelearning ⭐ 12

experiments in machine learning

Competitive Coding Problem Classifier And Recommender ⭐ 11

Competitive Coding Problem Classifier and Problem Recommendation

Research Paper Summarization ⭐ 9

Text Summarization for Research Papers

Twitter Lda ⭐ 9

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

Sentiment Analysis ⭐ 9

a module of sentiment analysis

Docker Ml Python Sandbox ⭐ 8

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

Nestedsubtreehash ⭐ 7

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

Kaggle Predict Future Sales ⭐ 7

Kaggle's Predict Future Sales competition project (TOP 15 solution as of March 2020)

Python scripts to train a doc2vec models using Gensim.

A PHP implementation of Word2Vec, a popular word embedding algorithm created by Tomas Mikolov and popularized by Radim Řehůřek & Peter Sojka with the Gensim Python library

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

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1-37 of 37 search results

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