This repository contains data readers and examples for the three tracks of the Shifts Dataset and the Shifts Challenge.
☆239Jul 6, 2023Updated 2 years ago
Alternatives and similar repositories for shifts
Users that are interested in shifts are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The best solution of the Weather Prediction track in the Yandex Shifts challenge☆20Dec 9, 2021Updated 4 years ago
- Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift☆35Jul 19, 2023Updated 2 years ago
- Advances in Neural Information Processing Systems (NeurIPS 2021)☆23Nov 4, 2022Updated 3 years ago
- VQVAE | VAE | GumbelVAE | PixelCNN☆20Jun 15, 2020Updated 6 years ago
- High-quality implementations of standard and SOTA methods on a variety of tasks.☆1,577Jun 15, 2026Updated 2 weeks ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Python library for Bayesian Autoencoders☆13Jun 10, 2022Updated 4 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆599Jan 26, 2024Updated 2 years ago
- Понимаем как работают нейросетки на ручных задачках :)☆13Dec 28, 2021Updated 4 years ago
- Pytorch code for Sampling in Combinatorial Spaces with SurVAE Flow Augmented MCMC☆11Mar 1, 2021Updated 5 years ago
- Supporting code for the paper "Dangers of Bayesian Model Averaging under Covariate Shift"☆33Oct 19, 2022Updated 3 years ago
- ☆12Jul 17, 2023Updated 2 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆68Mar 29, 2023Updated 3 years ago
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆31Nov 4, 2025Updated 7 months ago
- ☆18Jan 8, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Experiments on meta-learning algorithms to solve few-shot domain adaptation☆10Aug 5, 2021Updated 4 years ago
- A benchmark for distribution shift in tabular data☆69Jun 6, 2024Updated 2 years ago
- Code to accompany paper 'Bayesian Deep Ensembles via the Neural Tangent Kernel'☆26Mar 12, 2021Updated 5 years ago
- [arXiv] What-If Motion Prediction for Autonomous Driving ❓🚗💨☆123Dec 1, 2021Updated 4 years ago
- a catch-all repo☆11Dec 28, 2023Updated 2 years ago
- Survey for Distribution Shift☆19Jun 1, 2021Updated 5 years ago
- ☆20Dec 16, 2022Updated 3 years ago
- Machine Learning for Mathematics Faculty (HSE) 2018☆18Jan 23, 2022Updated 4 years ago
- ☆110Sep 20, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆529May 14, 2024Updated 2 years ago
- AICONSlab's DL benchmarking platform to OOD data in MRI☆17Mar 23, 2022Updated 4 years ago
- This packages provides a simple python implementation of Invariant Causal Prediction (ICP)☆13Mar 22, 2024Updated 2 years ago
- Helpers for scikit learn☆16Dec 26, 2022Updated 3 years ago
- ☆15Dec 15, 2020Updated 5 years ago
- Machine Learning, Course 2020 Autumn (lectures + seminars)☆10Sep 4, 2021Updated 4 years ago
- IDAO 2022: Machine Learning Bootcamp☆19Dec 4, 2021Updated 4 years ago
- A simple Python scraper and the resulting CSV file, which contains RGB hex color codes for each of the DMC embroidery floss colors.☆13Dec 13, 2017Updated 8 years ago
- Implementation and Knowledge Graphs of the ICCV 2023 workshop paper "nuScenes Knowledge Graph - A comprehensive semantic representation o…☆44Jul 1, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆31Oct 7, 2020Updated 5 years ago
- Lecture notes, Code with comments.☆27Jul 26, 2021Updated 4 years ago
- Argoverse 2: Next generation datasets for self-driving perception and forecasting.☆412Feb 19, 2026Updated 4 months ago
- Our attempt at improving current outpainting methods using a local & global discriminator and applying residual blocks☆15Sep 11, 2020Updated 5 years ago
- The repository contains materials and useful links for the machine learning course at the MTS.Teta summer school.☆29Aug 28, 2021Updated 4 years ago
- 🧵 Identify which DMC threads are used in embroidery hoop images.☆15May 13, 2021Updated 5 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆46Oct 24, 2023Updated 2 years ago