merantix-momentum / daainLinks
This is the code for our paper DAAIN: Detection of Anomalous and AdversarialInput using Normalizing Flows
☆15Updated 4 years ago
Alternatives and similar repositories for daain
Users that are interested in daain are comparing it to the libraries listed below
Sorting:
- Create powerful Hydra applications without the yaml files and boilerplate code.☆419Updated this week
- A High Level API for Deep Learning in JAX☆476Updated 2 years ago
- Pytorch Lightning Distributed Accelerators using Ray☆215Updated 2 years ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,454Updated 6 months ago
- Minimum-distortion embedding with PyTorch☆562Updated 4 months ago
- SEML: Slurm Experiment Management Library☆185Updated 5 months ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆484Updated 3 years ago
- Drift Detection for your PyTorch Models☆323Updated 3 years ago
- The long missing library for python confidence intervals☆143Updated last year
- The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a …☆366Updated last year
- 📘 The experiment tracker for foundation model training☆620Updated last week
- Pairwise Metrics for PyTorch☆20Updated 5 months ago
- Named tensors with first-class dimensions for PyTorch☆331Updated 2 years ago
- ML Collections is a library of Python Collections designed for ML use cases.☆990Updated 2 months ago
- A library to inspect and extract intermediate layers of PyTorch models.☆475Updated 3 years ago
- ☆359Updated this week
- apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models qui…☆519Updated 4 months ago
- Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow☆205Updated last year
- aim-mlflow integration☆224Updated 2 years ago
- Configuration classes enabling type-safe PyTorch configuration for Hydra apps☆223Updated 3 years ago
- Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.☆416Updated this week
- ☆471Updated 3 weeks ago
- A platform for managing machine learning experiments☆876Updated last month
- Public repository for managing Grid Platform documentation synced with gitbook on docs.grid.ai☆20Updated 3 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆468Updated 2 years ago
- Example of how to use Weights & Biases on Slurm☆118Updated 3 years ago
- The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX☆421Updated last year
- High performance model preprocessing library on PyTorch☆644Updated last year
- Bayesian active learning library for research and industrial usecases.☆909Updated 3 weeks ago
- Minimalistic framework to run machine learning experiments.☆27Updated 3 years ago