7050 Open source projects that are alternatives of or similar to Malaya

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Developer friendly Natural Language Processing ✨

State of the Art Natural Language Processing

A Vietnamese natural language processing toolkit (NAACL 2018)

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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.

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

a sklearn wrapper for Google's BERT model

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Papers and Book to look at when starting NLP 📚

Machine Learning University: Accelerated Natural Language Processing Class

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

BNLP is a natural language processing toolkit for Bengali Language.

An overview of the AI-as-a-service landscape

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

data resource untuk NLP bahasa indonesia

Character-level Convolutional Neural Networks for text classification in PyTorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Data augmentation for NLP

Important paper implementations for Question Answering using PyTorch

A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia

R package for Tokenization, Parts of Speech Tagging, Lemmatization and Dependency Parsing Based on the UDPipe Natural Language Processing Toolkit

Python implementation of TextRank for phrase extraction and summarization of text documents

借助Python抓取微博数据，并对抓取的数据进行情绪分析

General Assembly's 2015 Data Science course in Washington, DC

Attention-based multimodal fusion for sentiment analysis

Web scrapping and related analytics using Python tools

Content-Based Recommender System recommends movies similar to the movie user likes and analyses the sentiments on the reviews given by the user for that movie.

搜索所有中文NLP数据集，附常用英文NLP数据集

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

R client for the Google Translation API, Google Cloud Natural Language API and Google Cloud Speech API

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

How to build RNNs and LSTMs from scratch with NumPy.

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

Materials for deep NLP course

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。

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

Vietnamese NLP Toolkit for Node

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

top 1% solution to toxic comment classification challenge on Kaggle.

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

Entity linking framework

Jupyter Notebooks with Deep Learning Tutorials

Sentiment analysis library for russian language

Graph Convolution Network for NLP

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

Interpretable data visualizations for understanding how texts differ at the word level

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

A PyTorch implementation of GraphRel

Named Entity Recognition based on dictionaries

Oxford Deep NLP 2017 course - Practical 1: word2vec