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Transformer: PyTorch Implementation of "Attention Is All You Need"

Python 3,774 544 Updated Aug 6, 2024

Code and documentation to train Stanford's Alpaca models, and generate the data.

Python 30,031 4,050 Updated Jul 17, 2024
Jupyter Notebook 29 2 Updated Aug 24, 2023

Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"

Jupyter Notebook 68 14 Updated Sep 30, 2022

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Python 9,232 2,028 Updated Apr 16, 2024

(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)

C 121 33 Updated May 9, 2025

Implementation and experiments of graph embedding algorithms.

Python 3,810 1,001 Updated Mar 14, 2024

DeepWalk - Deep Learning for Graphs

Python 2,733 819 Updated Jun 14, 2023

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Jupyter Notebook 5,564 1,361 Updated Jan 20, 2024

This is a repo for NLP multi-task learning, which includes single-sentence classification, pairwise text similarity, pairwise text classification, and relevance ranking.

Python 7 2 Updated Dec 7, 2019

Multi-Task Deep Neural Networks for Natural Language Understanding

Python 2,251 412 Updated Mar 7, 2024

This is a repo for natural language inference using Match-LSTM and pre-trained BERT.

Python 7 1 Updated Nov 28, 2019

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 145,400 29,295 Updated Jun 10, 2025

PyTorch Implementation of "Learning Natural Language Inference with LSTM", 2016, S. Wang et al. (https://arxiv.org/pdf/1512.08849.pdf)

Python 19 5 Updated Dec 23, 2022

🎓 Path to a free self-taught education in Computer Science!

HTML 185,274 23,226 Updated Jun 8, 2025

A LaTeX Template for BUPT Bachelor Thesis (updated in 2018) 北京邮电大学学士学位论文LaTeX模板

TeX 522 121 Updated Jun 2, 2022
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