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Shun's Projects

evidently icon evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

excelformer icon excelformer

The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.

exploring-generalization icon exploring-generalization

An comparative study on the paper Exploring Generalization in Deep Learning https://papers.nips.cc/paper/7176-exploring-generalization-in-deep-learning.pdf

face.evolve icon face.evolve

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

ffi-overhead icon ffi-overhead

comparing the c ffi (foreign function interface) overhead on various programming languages

flet icon flet

Flet enables developers to easily build realtime web, mobile and desktop apps in Python. No frontend experience required.

ftl_net icon ftl_net

Pytorch codes for Feature Transfer Learning for Face Recognition with Under-Represented Data

htmz icon htmz

html with targeted manipulation zones

im-select icon im-select

📟 Switch your input method through terminal

imbalanced-ensemble icon imbalanced-ensemble

Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库

imbalanced-learning icon imbalanced-learning

Comparison of different imbalanced classification methods with application to credit card fraud

imbalanced-learning-1 icon imbalanced-learning-1

This workshop is part of the "Machine Learning in R" graduate course held at University of Münster, School of Business and Economics (winter term 2020/21). :mortar_board:

imbalanced-semi-self icon imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

imbalancedlearning icon imbalancedlearning

Code for the paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?" (NeurIPS 2022).

imm_tensorflow icon imm_tensorflow

Overcoming Catastrophic Forgetting by Incremental Moment Matching (IMM)

iron icon iron

R Package for Imbalanced Regression

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