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bert4doc-classification

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

biosbias

Code to reproduce data for Bias in Bios

contrastive2021

Implementation for paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743)

dabs

A Domain-Agnostic Benchmark for Self-Supervised Learning

dit

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

ditto

duronet-for-crime-prediction

The source code of the paper "DuroNet: A Dual-Robust Enhanced Spatial-Temporal Learning Network for Urban Crime Prediction"

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

fedem

Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)

fedfomo

fedproto

[AAAI'22]FedProto: Federated Prototype Learning across Heterogeneous Clients

fling

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

llm-cookbook

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

lsgm

The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)

luckmatters

Understanding Training Dynamics of Deep ReLU Networks

lvs-geospatial-reasoning

MIE1516 course project

mapsed

Official implementation of paper Multi-axis Attentive Prediction for Sparse Event Data: An Application to Crime Prediction

monocular-depth-estimation-toolbox

Monocular Depth Estimation Toolbox based on MMSegmentation.

pgmpy

Python Library for Probabilistic Graphical Models

pytorch-studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

residual-flows

code for "Residual Flows for Invertible Generative Modeling".

rps_lje

Official implementation of Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models at NeurIPS 2021

selfsupervisedlearning

This repo reproduces results of "Understanding Self-Supervised Learning Dynamics without Contrastive Pairs" paper (https://arxiv.org/pdf/2102.06810.pdf)

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

stylegan

StyleGAN - Official TensorFlow Implementation

stylegan-zoo

stylegan3

Official PyTorch implementation of StyleGAN3

three-approaches-for-personalization-with-applications-to-federatedlearning

Source code for the experiments in https://arxiv.org/pdf/2002.10619.pdf