yandex / CMICOT
Efficient feature selection method based on Conditional Mutual Information.
☆44Updated 2 years ago
Alternatives and similar repositories for CMICOT:
Users that are interested in CMICOT are comparing it to the libraries listed below
- ☆38Updated 7 months ago
- Deep Learning for Biology course materials / Higher School of Economics, 2018☆27Updated 6 years ago
- ☆19Updated 7 years ago
- ☆74Updated 6 years ago
- d-GLMNET: Distributed Coordinate Descent for Generalized Linear Models with Regularization☆9Updated 7 years ago
- Materials for Data Science Journey 2018: AutoML Competition☆25Updated 6 years ago
- ☆68Updated last year
- InfiniteBoost: building infinite ensembles with gradient descent☆184Updated 6 years ago
- Implementation of fast exact k-means algorithms☆46Updated 5 years ago
- Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"☆67Updated 10 months ago
- Java Machine Learning Library☆27Updated 2 weeks ago
- Rectified Factor Networks☆38Updated 5 years ago
- Samsung Natural Language Processing Pipeline (basically for Russian language): morphology, dependency parser and much more☆59Updated 4 years ago
- simple python interface to SMAC.☆21Updated 7 years ago
- High Dimensional Approximate Near(est) Neighbor☆33Updated 7 years ago
- Parameterless and Universal FInding of Nearest Neighbors☆59Updated 3 weeks ago
- Accuracy-based Learning Classifier Systems (XCS)☆50Updated 11 months ago
- Feature selection library in python☆146Updated 2 years ago
- A Performance Benchmark of Different AutoML Frameworks☆35Updated last year
- stochs: fast stochastic solvers for machine learning in C++ and Cython☆26Updated 2 years ago
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆125Updated last year
- An improved implementation of the classical feature selection method: minimum Redundancy and Maximum Relevance (mRMR).☆83Updated 3 years ago
- Extension of the awesome XGBoost to linear models at the leaves☆78Updated 5 years ago
- Boosting and ensemble learning in Python.☆54Updated 10 years ago
- Select filter features with mutual-information-based methods☆11Updated last year
- Python wrapper around SVDLIBC, a fast library for sparse Singular Value Decomposition☆55Updated 11 years ago
- Open Source framework for developing Dialog Agents☆20Updated 7 years ago
- Things I taught at MIPT Data Mining In Action in Spring 2016☆9Updated 8 years ago
- The 2nd place solution for WSDM Cup 2017: Vandalism Detection☆17Updated 5 years ago
- The information sieve for discrete variables.☆36Updated 8 years ago