This is the official implementation for COSMOS: a method to learn Pareto fronts that scales to large datasets and deep models.
☆40May 25, 2021Updated 5 years ago
Alternatives and similar repositories for cosmos
Users that are interested in cosmos are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI-23] Improving Pareto Front Learning via Multi-Sample Hypernetworks☆10Aug 22, 2024Updated last year
- Official code for FAccT'21 paper "Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning" https://arxiv.org/abs…☆13Mar 9, 2021Updated 5 years ago
- ☆71Sep 5, 2024Updated last year
- Accuracy and fairness trade-offs: A stochastic multi-objective approach☆13Jun 3, 2021Updated 5 years ago
- Official implementation of Learning The Pareto Front With HyperNetworks [ICLR 2021]☆107Apr 19, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆25Oct 25, 2023Updated 2 years ago
- ☆18Dec 6, 2021Updated 4 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆69Apr 21, 2022Updated 4 years ago
- Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding (RSS 2021)☆12Oct 22, 2021Updated 4 years ago
- [ICML 2022] Learning Efficient and Robust Ordinary Differential \\ Equations via Invertible Neural Networks☆11Apr 14, 2023Updated 3 years ago
- Implementation of "Exponential Natural Evolution Strategies" (xNES) https://arxiv.org/abs/1106.4487☆20Dec 11, 2019Updated 6 years ago
- Implementation of Deep Q-Network（DQN）and Model Predictive Control, and their evaluation on the Quanser robot platform☆15Jul 24, 2020Updated 6 years ago
- This repository contains the artifacts accompanied by the paper "Fair Preprocessing"☆13Jul 20, 2021Updated 5 years ago
- CausalFlows: A library for Causal Normalizing Flows in Pytorch☆33Apr 30, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆54Jul 22, 2021Updated 5 years ago
- A rewrite of hanabi-bot in Scala☆15Aug 26, 2021Updated 4 years ago
- ☆12Jan 30, 2021Updated 5 years ago
- Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems☆38Jun 11, 2024Updated 2 years ago
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Dec 19, 2023Updated 2 years ago
- Modular and intuitive Hypernetworks in Pytorch☆43Dec 6, 2023Updated 2 years ago
- ☆37Nov 3, 2023Updated 2 years ago
- Official repository of "Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models" [ICML 2023]☆26Jun 30, 2026Updated last month
- ☆11Feb 17, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆17Oct 12, 2023Updated 2 years ago
- Official Pytorch's implementation of RotoGrad☆85Aug 1, 2023Updated 3 years ago
- A simplified Pytorch implementation of DCRNN☆14Jul 30, 2020Updated 6 years ago
- ☆12May 8, 2024Updated 2 years ago
- ☆14Nov 2, 2022Updated 3 years ago
- This repository is the official implementation of the source code of the paper "B2Opt: Learning to Optimize Black-box Optimization with L…☆12Aug 16, 2024Updated last year
- Generating Weather Model Ensembles Using ecmwf-lab/ai-models☆15Jul 12, 2026Updated last month
- Reinforcement Learning agents for a selection Hyper-Heuristic☆11Sep 10, 2022Updated 3 years ago
- Exploratory Data Analysis of Time Series Data and Forecasting using Naïve Approach, Moving Average Method, Simple Exponential Smoothenin…☆12Jul 2, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Transformer for End to End Molecule Property Prediction☆11Jun 1, 2022Updated 4 years ago
- Rainfall guage open-data API demonstrator app☆16Apr 3, 2017Updated 9 years ago
- PyTorch implementation of GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks☆36Jun 28, 2023Updated 3 years ago
- [ACL'22] Training-free Neural Architecture Search for RNNs and Transformers☆14May 26, 2024Updated 2 years ago
- Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training i…☆18Mar 18, 2024Updated 2 years ago
- Multi-Objective Reinforcement Learning sandbox☆12Dec 20, 2021Updated 4 years ago
- Multi-task Multi-agent Soft Actor Critic for SMAC☆15Jan 18, 2022Updated 4 years ago