vene / pyowl
Ordered Weighted L1 regularization for classification and regression in Python
☆52Updated 6 years ago
Alternatives and similar repositories for pyowl:
Users that are interested in pyowl are comparing it to the libraries listed below
- Sklearn implementation of GBM to predict mu(X) and std(X) on heteroscedastic data☆26Updated 8 years ago
- ☆58Updated 9 years ago
- A simple tool for small scale experiments using bayesian optimization☆35Updated 6 years ago
- A collections of metrics and loss functions written in Theano.☆14Updated 9 years ago
- Efficient distributed hyperparameter search library written in Python.☆75Updated 6 years ago
- Collaborative filtering with the GP-LVM☆25Updated 9 years ago
- Install TensorFlow on AWS GPU-instance☆28Updated 8 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 9 years ago
- Utilities for nolearn.lasagne☆21Updated 7 years ago
- ☆15Updated 9 years ago
- Torch implementation of the Deep Network for Global Optimization (DNGO)☆51Updated 8 years ago
- Python implementation of Markov Jump Hamiltonian Monte Carlo☆24Updated 8 years ago
- scikit-learn addon to operate on set/"group"-based features☆41Updated 8 years ago
- Code to accompany the paper "k-Stochastic Neighbor Embeddings for Supervised and Unsupervised Learning, ICML 2013".☆27Updated 8 years ago
- ☆25Updated 2 years ago
- Vector-Space Markov Random Fields☆21Updated 9 years ago
- A Gaussian process toolbox in python☆42Updated 13 years ago
- This repo contain the exercies of the Next.ML 2015 presentation☆24Updated 10 years ago
- ☆14Updated 9 years ago
- simple example of gradient-based hyperparameter optimization using tensorflow☆19Updated 9 years ago
- Boosting and ensemble learning in Python.☆54Updated 10 years ago
- Run Nx2 Cross Validation for multiple binary classifiers in parallel with optional downsampling☆13Updated 10 years ago
- various simple RNNs trained on synthetic grammars☆30Updated 9 years ago
- ☆20Updated 7 years ago
- Topic analysis using RSM or PVDM.☆11Updated 10 years ago
- Bayesian dessert for Lasagne☆84Updated 7 years ago
- more composable than other neural network libraries☆42Updated 8 years ago
- Dionis predictors blender☆10Updated 9 years ago
- Talk for SciPy2015 "Deep Learning: Tips From The Road"☆44Updated 9 years ago
- Bayesian Logistic Regression using Laplace approximations to the posterior.☆47Updated 8 years ago