Contains code for the NeurIPS 2020 paper by Pan et al., "Continual Deep Learning by FunctionalRegularisation of Memorable Past"
☆44Nov 10, 2020Updated 5 years ago
Alternatives and similar repositories for fromp
Users that are interested in fromp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)☆49Dec 17, 2019Updated 6 years ago
- Functional Regularisation for Continual Learning with Gaussian Processes☆15Oct 24, 2020Updated 6 years ago
- Pytorch optimizers implementing Hilbert Constrained Gradient Descent☆19May 9, 2019Updated 7 years ago
- Variational Auto-Regressive Gaussian Processes for Continual Learning☆22Jun 15, 2021Updated 5 years ago
- An Optax-based JAX implementation of the IVON optimizer for large-scale VI training of NNs (ICML'24 spotlight)☆10Dec 19, 2024Updated last year
- 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.
- Code for Knowledge-Adaptation Priors based on the NeurIPS 2021 paper by Khan and Swaroop.☆16Feb 1, 2022Updated 4 years ago
- Implementation of: Kristiadi, Agustinus, and Asja Fischer. "Predictive Uncertainty Quantification with Compound Density Networks." (2019)…☆16May 26, 2022Updated 4 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆15Jan 18, 2019Updated 7 years ago
- A simple Jax implementation of influence functions.☆21Apr 9, 2024Updated 2 years ago
- Codebase for "Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning". This is a ServiceNow Research pro…☆107Jun 27, 2022Updated 4 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Sep 9, 2022Updated 4 years ago
- ☆30Aug 8, 2021Updated 5 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆41Sep 16, 2021Updated 5 years ago
- Generalised UDRL☆37May 12, 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.
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆61Jan 12, 2019Updated 7 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆100Aug 22, 2020Updated 6 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆254May 25, 2023Updated 3 years ago
- HCOMP '22 -- Eliciting and Learning with Soft Labels from Every Annotator☆11Nov 1, 2022Updated 4 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆150Oct 1, 2023Updated 3 years ago
- This is a public repository for:☆38Aug 11, 2021Updated 5 years ago
- Scalable data valuation using optimal transport (ICLR 2025)☆15Jul 15, 2025Updated last year
- Generative Model for Neural Networks☆25Jul 2, 2020Updated 6 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆26Nov 2, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Coresets via Bilevel Optimization☆68Nov 2, 2020Updated 6 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆26Nov 15, 2021Updated 4 years ago
- Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"☆82Dec 16, 2020Updated 5 years ago
- IVON optimizer for neural networks based on variational learning.☆93Nov 7, 2024Updated last year
- ☆11Jan 16, 2020Updated 6 years ago
- In-context Example Selection with Influences☆15May 12, 2023Updated 3 years ago
- ☆51Mar 24, 2023Updated 3 years ago
- Code for "SAM as an Optimal Relaxation of Bayes", ICLR 2023.☆26Jul 21, 2023Updated 3 years ago
- Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)☆77Mar 25, 2023Updated 3 years ago
- 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.
- CL-Gym: Full-Featured PyTorch Library for Continual Learning☆42Jan 20, 2024Updated 2 years ago
- SkillHack: A Benchmark for Skill Transfer in Open-Ended Reinforcement Learning☆17Oct 23, 2022Updated 4 years ago
- Hessian trace estimation using PyTorch and Hutch++☆20Oct 29, 2020Updated 6 years ago
- [ICML 2024] SIRFShampoo: Structured inverse- and root-free Shampoo in PyTorch (https://arxiv.org/abs/2402.03496)☆15Nov 4, 2024Updated last year
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 5 years ago
- Variational Reinforcement Learning☆18Jul 25, 2024Updated 2 years ago
- ☆12Sep 26, 2019Updated 7 years ago