Hacker

Building a Transformer From Scratch in Annotated PyTorch

A complete walkthrough of implementing the original Attention Is All You Need encoder-decoder Transformer—no torch. nn.Transformer, no shortcuts. The 2017 paper "Attention Is All You Need" by Vaswani ...
GitHub

char_rnn_classification_tutorial.py

This tutorials is part of a three-part series: * `NLP From Scratch: Classifying Names with a Character-Level RNN <https://pytorch.org/tutorials/intermediate/char_rnn ...
GitHub

Computer Vision Pretrained Models

What is pre-trained Model? A pre-trained model is a model created by some one else to solve a similar problem. Instead of building a model from scratch to solve a similar problem, we can use the model ...
Frontiers

An end-to-end LSTM-Attention based framework for quasi-steady-state CEST prediction

Structure diagram of LSTM-Attention. Motivated by the above, this paper aims to build an LSTM-Attention-based model for QUASS CEST prediction from non-steady-state CEST (i.e., CEST images with shorter ...
Wilson Center

A New Twist in the Old Case: A Document from the Lithuanian KGB Archive and the Cold War Espionage of GRU Officer Pyotr Popov

At the same time, his GRU counterpart, the person handling the illegals on behalf of the GRU in Karlshorst, was none other than Lt. Colonel Popov. Popov had transferred to Karlshorst a few months ...