Stars
python implementation of Peng Ding's "First Course in Causal Inference"
Materials for the Hugging Face Diffusion Models Course
Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World
[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
[NeurIPS 2024] Continuous Temporal Domain Generalization
GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"
Collection of awesome test-time (domain/batch/instance) adaptation methods
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
DoubleML - Double Machine Learning in Python
NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables
[CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation
A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Image augmentation for machine learning experiments.
A state-of-the-art semi-supervised method for image recognition
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
A collection of AWESOME things about domian adaptation
分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
Code released for ICML 2019 paper "Bridging Theory and Algorithm for Domain Adaptation".
TPAMI2020 "Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice"
The official project for CVPR19 paper: Domain-Symmetric Networks for Adversarial Domain Adaptation
记录Learning from data一书中的习题解答