yandex / CMICOTLinks
Efficient feature selection method based on Conditional Mutual Information.
☆45Updated 3 years ago
Alternatives and similar repositories for CMICOT
Users that are interested in CMICOT are comparing it to the libraries listed below
Sorting:
- Logistic regression engine for medium-sized data☆55Updated 10 years ago
- Comparison tools☆171Updated this week
- InfiniteBoost: building infinite ensembles with gradient descent☆183Updated 7 years ago
- Dynamic Time Warping in C and Python☆36Updated 8 years ago
- An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn☆151Updated 4 years ago
- ☆68Updated 2 months ago
- A fully decentralized hyperparameter optimization framework☆124Updated last year
- python implementation of SAX (Symbolic Aggregate Approximation) for time series data☆44Updated 10 years ago
- ☆18Updated 7 years ago
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆126Updated 8 months ago
- ☆39Updated last year
- scikit-learn addon to operate on set/"group"-based features☆41Updated 9 years ago
- A flexible and efficient С++ template library for dimension reduction☆234Updated 2 weeks ago
- An improved implementation of the classical feature selection method: minimum Redundancy and Maximum Relevance (mRMR).☆83Updated 3 years ago
- Python bindings for the fast integer compression library FastPFor.☆61Updated 2 years ago
- Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"☆68Updated last year
- Epsilon-greedy, softmax and LinUCB contextual bandit implementations [recommender systems]☆50Updated 6 years ago
- Python implementation of cover trees, near-drop-in replacement for scipy.spatial.kdtree☆33Updated 13 years ago
- A fast xgboost feature selection algorithm☆232Updated 4 years ago
- Materials for Data Science Journey 2018: AutoML Competition☆25Updated 7 years ago
- Time series analysis☆40Updated 10 years ago
- Fast and memory-efficient svmlight / libsvm file loader for Python.☆117Updated 6 years ago
- Converts XGBoost raw model dumps to C++ code.☆67Updated 3 years ago
- Benchmark of different ML algorithms on Criteo 1TB dataset☆151Updated 8 years ago
- code from Daniel Lemire, A Better Alternative to Piecewise Linear Time Series Segmentation, SIAM Data Mining 2007, 2007.☆24Updated 8 years ago
- Extension of the awesome XGBoost to linear models at the leaves☆83Updated 6 years ago