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A python implementation of Magic: The Gathering with an AI that plays it using Monte Carlo move evaluation.
Japanese text normalizer for mecab-neologd
Machine Learning Ops Workshop with SageMaker: lab guides and materials.
[Video]AWS Certified Machine Learning-Specialty (ML-S) Guide
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Code for AAAI 2019 paper on Data-to-Text Generation with Content Selection and Planning
NLP research experiments, built on PyTorch within the AllenNLP framework.
The Fastest DNN Running Framework on Web Browser
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
A minimal nmt example to serve as an seq2seq+attention reference.
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
Semantic Segmentation Architectures Implemented in PyTorch
Deep Learning / NLP tutorial for Chatbot Developers
PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)
Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)
A wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.
Functional gradient boosting based on residual network perception
Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189
A Benchmark of Text Classification in PyTorch