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Implementation based on the 2016 Pixel-RNN Paper

Python 3 Updated Nov 25, 2018

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 58,396 5,946 Updated Aug 24, 2024

Release for Improved Denoising Diffusion Probabilistic Models

Python 3,409 501 Updated Jul 18, 2024

The Pytorch Tutorial of Score-based and Diffusion Model

Jupyter Notebook 313 35 Updated Jun 2, 2024
Python 19 2 Updated Dec 5, 2021
Python 293 59 Updated Dec 19, 2024
Python 18 5 Updated Nov 13, 2022

transformer crf 命名实体识别

Python 105 29 Updated Feb 13, 2019

Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"

Python 54 12 Updated Jul 4, 2023

Trustworthy AI related projects

Python 1,007 221 Updated Jan 9, 2025

Simple Cartpole example writed with pytorch.

Python 167 23 Updated Oct 29, 2019

Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up…

Python 878 155 Updated Feb 25, 2021

Hyperparameter analysis for Image Captioning using LSTMs and Transformers

Jupyter Notebook 26 2 Updated Oct 3, 2023

Brief introduction and implementations of related concepts to Dirichlet Processes: GEM distribution, Polya Urn, Chinese restaurant process, Stick-Breaking construction, and Posterior of a DP.

Jupyter Notebook 24 8 Updated May 13, 2020