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fedlearner

A multi-party collaborative machine learning framework

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

frustum-pointnets-1

阅读代码笔记

fscil

Official repository for Few-Shot Class-Incremental Learning (FSCIL)

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

generalization-causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

gradnorm-pytorch

A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch

groupwise_imbalance_regression

imbalanced-contrastive-ordinary-regression

imbalanced-regression

imbalanced-ssl

Code Release for "Self-supervised Learning is More Robust to Dataset Imbalance"

interviews

Everything you need to know to get the job.

java-for-single-pass

jocor

CVPR'20: Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization

key-book

《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。在线阅读地址：https://datawhalechina.github.io/key-book/

l2p

Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

labelshift

Regularized Learning under label shifts

learning-to-reweight-examples

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

lihang-code

《统计学习方法》的代码实现

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

m-ada

The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

mae

mate

the Pytorch implement of M. Ghifary, W. B. Kleijn, M. Zhang, D. Balduzzi. Domain Generalization for Object Recognition with Multi-task Autoencoders, accepted in International Conference on Computer Vision (ICCV 2015), Santiago, Chile.

mbdg

mean

megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mendez2020compositional

meta-weight-net

NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).