automl / CAVELinks
[deprecated] Configuration Assessment, Visualization and Evaluation
☆46Updated last week
Alternatives and similar repositories for CAVE
Users that are interested in CAVE are comparing it to the libraries listed below
Sorting:
- BOAH: Bayesian Optimization & Analysis of Hyperparameters☆67Updated 5 years ago
- Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.☆218Updated last week
- ☆69Updated 5 years ago
- Functional ANOVA☆125Updated 9 months ago
- Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks☆157Updated 4 years ago
- Starter kit for the black box optimization challenge at Neurips 2020☆115Updated 5 years ago
- A simple, extensible library for developing AutoML systems☆175Updated 2 years ago
- Parameter Importance Analysis Tool☆77Updated 4 years ago
- a distributed Hyperband implementation on Steroids☆626Updated 3 years ago
- A scikit-learn compatible implementation of hyperband☆77Updated 6 years ago
- RoBO: a Robust Bayesian Optimization framework☆489Updated 6 years ago
- An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.☆82Updated 4 years ago
- Collection of hyperparameter optimization benchmark problems☆158Updated 7 months ago
- An automated machine learning tool aimed to facilitate AutoML research.☆102Updated last year
- Reproducing results from DeepMind's paper on Population Based Training of Neural Networks.☆55Updated 7 years ago
- Population Based Training (in PyTorch with sqlite3). Status: Unsupported☆162Updated 7 years ago
- ☆182Updated last year
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆52Updated 7 months ago
- ☆70Updated 5 years ago
- Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.☆344Updated 5 years ago
- Streamlined machine learning experiment management.☆108Updated 5 years ago
- Better, faster hyper-parameter optimization☆113Updated 2 years ago
- Implementation of the conjugate prior table for Bayesian Statistics☆52Updated last year
- Bayesian neural network package☆154Updated 4 years ago
- Guided Evolutionary Strategies☆272Updated 2 years ago
- This project was moved to: https://github.com/coax-dev/coax☆161Updated 3 years ago
- ☆312Updated 4 years ago
- Neural Architecture Search with Bayesian Optimisation and Optimal Transport☆135Updated 6 years ago
- Supervised Local Modeling for Interpretability☆29Updated 7 years ago
- An interactive framework to visualize and analyze your AutoML process in real-time.☆94Updated this week