7055 Open source projects that are alternatives of or similar to Transformers Tutorials

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

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

My Attempt(s) In The World Of ML/DL....

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Code for PyCon JP 2019 talk "Python による日本語自然言語処理 〜系列ラベリングによる実世界テキスト分析〜"

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

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 sklearn wrapper for Google's BERT model

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

A PyTorch implementation of GraphRel

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.

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

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

Important paper implementations for Question Answering using PyTorch

验证码识别

Web scrapping and related analytics using Python tools

NLP in Python with Deep Learning

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

This is code of book "Learn Deep Learning with PyTorch"

Jupyter Notebooks with Deep Learning Tutorials

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

fastai V2 implementation of Timeseries classification papers.

Machine Learning notebooks for refreshing concepts.

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

Collection of useful data science topics along with code and articles

A news recommendation system tailored for user communities

Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

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

Entity linking framework

Some example scripts on pytorch

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

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.

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.

Oxford Deep NLP 2017 course - Practical 1: word2vec

Graph Convolution Network for NLP

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

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

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

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Tutorial: Natural Language Processing in Python

🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial

chatbot_ner: Named Entity Recognition for chatbots.

Pytorch starter kit for Kaggle competitions

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)

pytorch 包教不包会

Named Entity Recognition

An open-source, low-code machine learning library in Python

Check out improved:

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Learn how to use PyTorch to solve some common NLP problems with deep learning.

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

BERT-NER (nert-bert) with google bert https://github.com/google-research.

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Statistics and accepted paper list of NLP conferences with arXiv link

A Vietnamese natural language processing toolkit (NAACL 2018)

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences