Computing various norms/measures on over-parametrized neural networks
☆50Nov 26, 2018Updated 7 years ago
Alternatives and similar repositories for over-parametrization
Users that are interested in over-parametrization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Computing various measures and generalization bounds on convolutional and fully connected networks☆35Dec 13, 2018Updated 7 years ago
- ☆17May 30, 2018Updated 8 years ago
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆29Dec 22, 2020Updated 5 years ago
- Empirical study that reports the correlation between complexity measures and generalization performance by deep learning models on medica…☆13Nov 29, 2021Updated 4 years ago
- SGD and Ordered SGD codes for deep learning, SVM, and logistic regression☆36Aug 13, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning☆23Nov 21, 2018Updated 7 years ago
- ☆22Nov 24, 2018Updated 7 years ago
- ☆11Jan 26, 2020Updated 6 years ago
- ☆14Sep 10, 2021Updated 4 years ago
- Large-batch Training, Neural Network Optimization☆10Nov 8, 2019Updated 6 years ago
- ☆35Mar 13, 2021Updated 5 years ago
- Original PyTorch implementation of the Leap meta-learner (https://arxiv.org/abs/1812.01054) along with code for running the Omniglot expe…☆146Apr 10, 2023Updated 3 years ago
- ML-Constructive is a deep learning based constructive heuristic for the Traveling Salesman Problem.☆11Feb 10, 2024Updated 2 years ago
- NeurIPS 2018. Linear-time model comparison tests.☆17Feb 15, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Odds and Ends and Things I've implemented.☆78Jan 31, 2019Updated 7 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆15Jan 18, 2019Updated 7 years ago
- Codebase accompanying the paper 'Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts', (Emelin, D…☆11Feb 14, 2023Updated 3 years ago
- ☆19Apr 25, 2016Updated 10 years ago
- ☆62Jun 8, 2021Updated 5 years ago
- rich posterior approximations and anomaly detection☆20Mar 15, 2019Updated 7 years ago
- Example code for the paper "Understanding deep learning requires rethinking generalization"☆179Jun 2, 2020Updated 6 years ago
- 基于Swin-Transformer改进_YOLOv7电力杆塔识别系统☆14Nov 27, 2023Updated 2 years ago
- Official code for the "Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds"☆10Feb 16, 2023Updated 3 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.
- Understanding Short-Horizon Bias in Stochastic Meta-Optimization☆37Mar 8, 2018Updated 8 years ago
- Urai AE, de Gee JW, Tsetsos K, Donner TH (2019) Choice history biases subsequent evidence accumulation. eLife☆16Jul 20, 2020Updated 6 years ago
- Generates animated plots of different models of neural network classifiers during learning in order to compare them.☆10Jul 23, 2023Updated 3 years ago
- Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".☆28May 2, 2019Updated 7 years ago
- Source code for paper Mroueh, Sercu, Rigotti, Padhi, dos Santos, "Sobolev Independence Criterion", NeurIPS 2019☆14Jun 17, 2024Updated 2 years ago
- A framework for majority vote classifiers allowing for computation of PAC Bayesian risk bounds.☆13Feb 9, 2023Updated 3 years ago
- A python package for decision-making algorithms☆11Jul 8, 2025Updated last year
- A working implementation of the Categorical DQN (Distributional RL).☆95Apr 7, 2018Updated 8 years ago
- Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot☆43Nov 8, 2020Updated 5 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.
- Interpreting Deep Classifier by Visual Distillation of Dark Knowledge☆36Apr 15, 2021Updated 5 years ago
- Repository for code and lab resources for "Neural and Cognitive Models of Adaptive Decision Making" course (2018)☆11Jul 20, 2023Updated 3 years ago
- This is a simple object detection application, which can be used to detect military objects☆15Nov 16, 2020Updated 5 years ago
- Convolutional Neural Tangent Kernel☆113Oct 22, 2019Updated 6 years ago
- Official PyTorch code release for Implicit Gradient Transport, NeurIPS'19☆21Jun 11, 2019Updated 7 years ago
- Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆244Aug 6, 2018Updated 8 years ago
- The Synbols dataset generator is a ServiceNow Research project that was started at Element AI.☆45Jul 7, 2023Updated 3 years ago