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

Important paper implementations for Question Answering using PyTorch

阿里天池首届中文NL2SQL挑战赛top6

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.

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.

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

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

A news recommendation system tailored for user communities

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

Machine Learning University: Accelerated Natural Language Processing Class

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

A curated list of NLP resources for Hungarian

Data augmentation for NLP

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

Automatically extract chemical information from scientific documents

Materials for deep NLP course

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

How to build RNNs and LSTMs from scratch with NumPy.

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。