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python implementation of Peng Ding's "First Course in Causal Inference"

Jupyter Notebook 156 33 Updated Jun 6, 2024

计算机自学指南

HTML 59,769 7,034 Updated Jan 19, 2025

Materials for the Hugging Face Diffusion Models Course

Jupyter Notebook 3,818 415 Updated Aug 19, 2024

Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World

Python 171 6 Updated Sep 8, 2023

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

Python 179 21 Updated Oct 18, 2024

[NeurIPS 2024] Continuous Temporal Domain Generalization

Jupyter Notebook 30 2 Updated Dec 12, 2024

GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"

Python 56 2 Updated May 1, 2023

Collection of awesome test-time (domain/batch/instance) adaptation methods

824 57 Updated Jan 17, 2025

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Python 1,402 183 Updated Dec 23, 2024

DoubleML - Double Machine Learning in Python

Python 529 77 Updated Jan 15, 2025

Demo code for the MDAN paper.

Python 119 19 Updated Feb 4, 2020

NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables

Python 184 25 Updated Jul 4, 2024

ijcai-2018 top1 solution

Jupyter Notebook 437 132 Updated Jun 20, 2018

[CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation

Jupyter Notebook 343 20 Updated Oct 9, 2024

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

29,243 3,364 Updated Mar 25, 2024

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Jupyter Notebook 4,653 519 Updated Sep 17, 2024

🧑‍🏫 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 57,977 5,911 Updated Aug 24, 2024

Image augmentation for machine learning experiments.

Python 14,496 2,450 Updated Jul 30, 2024

A state-of-the-art semi-supervised method for image recognition

Python 1,598 337 Updated Oct 8, 2020

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Python 13,658 3,826 Updated Jan 18, 2025

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

1,732 301 Updated Aug 25, 2023

A collection of AWESOME things about domian adaptation

5,172 881 Updated Oct 14, 2024

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

Python 97,573 9,785 Updated Jan 11, 2025

科技爱好者周刊,每周五发布

51,435 3,073 Updated Jan 17, 2025

The official Meta Llama 3 GitHub site

Python 27,973 3,205 Updated Aug 12, 2024

Code released for ICML 2019 paper "Bridging Theory and Algorithm for Domain Adaptation".

Python 131 27 Updated Jun 14, 2019

TPAMI2020 "Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice"

Python 75 14 Updated Apr 14, 2021

The official project for CVPR19 paper: Domain-Symmetric Networks for Adversarial Domain Adaptation

Python 85 16 Updated Mar 29, 2021

记录Learning from data一书中的习题解答

Jupyter Notebook 979 324 Updated May 15, 2019
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