725 Open source projects that are alternatives of or similar to ruimtehol

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

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.

A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.

Data augmentation for NLP, presented at EMNLP 2019

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

A sophisticated smart symptom search engine

RMDL: Random Multimodel Deep Learning for Classification

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks' (new title: 'Graph Classification with 2D Convolutional Neural Networks')

Making sense embedding out of word embeddings using graph-based word sense induction

R wrapper for fastText

Repo for Applied Text Mining in Python (coursera) by University of Michigan

Awesome-Text-Classification Projects,Papers,Tutorial .

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Machine learning based text classification in JavaScript using n-grams and cosine similarity

Fake News Detection in Python

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

Data-Driven Neuron Allocation for Scale Aggregation Networks

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

Text processing library for sentiment analysis and related tasks

A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

Python Machine Learning Algorithms

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

Implementation of IR2Vec, published in ACM TACO

📖 Sacred texts in R

CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]

The official SNOMED CT OWL Toolkit. OWL conversion, classification and authoring support.

In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.

Tools for fast text stemming & lemmatization

Make a DocumentTermMatrix faster

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Multi-class classification with focal loss for imbalanced datasets

Text Classification in Turkish Texts with Bert

A Hidden Markov Model implemented in Javascript

Text2Text: Cross-lingual natural language processing and generation toolkit

Superpixel-based semantic segmentation, with object pose estimation and tracking. Provided as a ROS package.

TEANAPS 라이브러리를 활용한 자연어 처리와 텍스트 분석 방법론에 대해 다룹니다.

HTTP service for Tensorflow images classification model

This workshop introduces participants to the Learning Analytics (LA), and provides a brief overview of LA methodologies, literature, applications, and ethical issues as they relate to STEM education.

ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.

Strips boilerplate from Project Gutenberg text files

Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)

Deploy transformers serverless on AWS Lambda

An implementation of multivariate projection pursuit regression and univariate classification

COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807

Embedded UIScrollView for iOS.

Build a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).

Recognizing and localizing melanoma from other skin disease

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

Sentiment Analysis: Deep Bi-LSTM+attention model

Load embeddings and featurize your sentences.

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

Malware similarity platform with modularity in mind.

🔬 Очистка датасетов от мусора (нормализация, препроцессинг)

1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data

Projects & Libraries related to Quran & Arabic Language

Lectures in Urban Data Science Lab, Seoul

A vector database for machine learning embeddings.

Notebooks for teaching Named Entity Recognition at the Cultural Heritage Data School, run by Cambridge Digital Humanities