Docker image for Natural Language Processing using Deep Learning (PyTorch and spaCy)
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Updated
Mar 16, 2018
Docker image for Natural Language Processing using Deep Learning (PyTorch and spaCy)
The E2E Dataset, packed as a PyTorch DataSet subclass
These are lecture note for DevCon5 for PyTorch for Natural Language Processing.
chat robot based on dialogue data from zhihu
A work-in-progress repository to develop a stand-alone lightweight CRF Layer in Pytorch
Collection of Notebooks for Natural Language Processing with PyTorch
Quora kaggle competition research.
Tutorial based on this course: https://youtu.be/CNuI8OWsppg
Implementation of Tree Structured LSTM and Attention Mechanism Models for the task of Sentiment Analysis on Stanford Sentiment Treebank
深度学习与PyTorch入门实战教程 基本的数学理论,线性回归,逻辑回归,梯度及梯度下降,损失函数,多分类问题,BatchNorm,卷积神经网络CNN/ResNet,循环神经网络RNN/LSTM,对抗生成网络GAN/WGAN等等,以及对应的PyTorch的实现方式讲解。通过理论与实践相结合的教学方式,学员可以最大程度理解并掌握算法。
A toolkit designed to simplify summarization research
Different neural models for text classification using PyTorch
Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"
Code to accompany my upcoming book "Deep learning with PyTorch Book " from Packt
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
Minimal implementation of Multi-layer Recurrent Neural Networks (LSTM) for character-level language modelling in PyTorch
PyTorch v1.2에서 생긴 Transformer API 를 이용한 간단한 Chitchat 챗봇
Course Materials for PSTALN at the NLP M2 IAAA from Aix-Marseille Université (Winter 2018-2019)
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