Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
☆348Jun 26, 2024Updated 2 years ago
Alternatives and similar repositories for betty
Users that are interested in betty are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hyperparameter tuning via uncertainty modeling☆51May 3, 2024Updated 2 years ago
- An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters.☆76Mar 6, 2026Updated 5 months ago
- Interactive Toolbox for Robust Vision Classification☆43May 29, 2023Updated 3 years ago
- TorchOpt is an efficient library for differentiable optimization built upon PyTorch.☆635Aug 3, 2026Updated last week
- ☆126Jun 3, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Simple and extensible hypergradient for PyTorch☆18Feb 23, 2023Updated 3 years ago
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,628Mar 25, 2022Updated 4 years ago
- Collection of algorithms to learn loss and reward functions via gradient-based bi-level optimization.☆103Jul 23, 2021Updated 5 years ago
- MAML implementation (tensorflow)☆15Apr 25, 2019Updated 7 years ago
- Code for the paper "SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks"☆12Jan 17, 2023Updated 3 years ago
- Differentiable convex optimization layers☆2,123May 19, 2026Updated 2 months ago
- ☆14Sep 10, 2021Updated 4 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,062Jul 17, 2023Updated 3 years ago
- ☆15Jun 22, 2022Updated 4 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.
- Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021☆30Sep 25, 2021Updated 4 years ago
- Meta-learning learning rates with higher☆12Sep 27, 2019Updated 6 years ago
- Constrained optimization toolkit for PyTorch☆712Jun 7, 2026Updated 2 months ago
- Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder (NeurIPS 2023)☆10Jun 5, 2024Updated 2 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72May 18, 2024Updated 2 years ago
- A library for differentiable nonlinear optimization☆2,050Jan 16, 2025Updated last year
- Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/☆253Feb 5, 2024Updated 2 years ago
- Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)☆17Jun 2, 2023Updated 3 years ago
- Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)☆12Feb 14, 2022Updated 4 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.
- Simple Distributed Deep Learning on TensorFlow☆136Feb 5, 2026Updated 6 months ago
- [TPAMI 2023] Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning. Paper Link: https://arxiv.org/abs/2209.08907☆16Aug 5, 2024Updated 2 years ago
- Pytorch implementation of "Large-Scale Meta-Learning with Continual Trajectory Shifting" (ICML 2021)☆19Jul 22, 2021Updated 5 years ago
- ☆10Apr 8, 2026Updated 4 months ago
- A collection of Gradient-Based Meta-Learning Algorithms with pytorch☆66Dec 9, 2019Updated 6 years ago
- ☆12Feb 18, 2025Updated last year
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 3 years ago
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,145Jul 13, 2026Updated 3 weeks ago
- The Differentiable Cross-Entropy Method☆124Aug 14, 2020Updated 5 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.
- lanmt ebm☆12Jun 19, 2020Updated 6 years ago
- ☆17Mar 2, 2023Updated 3 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆601Jan 26, 2024Updated 2 years ago
- Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)☆32Oct 25, 2020Updated 5 years ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,576May 2, 2024Updated 2 years ago
- Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations☆30Nov 26, 2022Updated 3 years ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,434Aug 21, 2025Updated 11 months ago