Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: sklearn-compatible
heal-research/pyoperon
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
Language: C++ - Size: 813 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 31 - Forks: 9
11301858/XAISuite
XAISuite: Train machine learning models, generate explanations, and compare different explanation systems with just a simple line of code.
Language: Python - Size: 15.3 MB - Last synced: 10 days ago - Pushed: about 1 month ago - Stars: 6 - Forks: 1
34j/lightgbm-callbacks
A collection of LightGBM callbacks. (DART early stopping, tqdm progress bar)
Language: Python - Size: 448 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 2 - Forks: 0
4Freye/panelsplit
A tool for performing cross-validation with panel data
Language: Python - Size: 217 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 6 - Forks: 1
WardBrian/scikit-stan
A sklearn style interface to Stan regression models
Language: Python - Size: 9.47 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 25 - Forks: 0
ARM-software/mango
Parallel Hyperparameter Tuning in Python
Language: Jupyter Notebook - Size: 54.2 MB - Last synced: 10 days ago - Pushed: 3 months ago - Stars: 313 - Forks: 36
tsitsimis/constrainedlr
Drop-in replacement of sklearn's Linear Regression with coefficients constraints
Language: Python - Size: 637 KB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 6 - Forks: 0
xhan97/IsoKernel
A scikit-learn-compatible module for Isolation Kernel with aNNE implemention.
Language: Python - Size: 77.1 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 6 - Forks: 1
heidelbergcement/hcrystalball
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
Language: Python - Size: 10.9 MB - Last synced: 28 days ago - Pushed: 3 months ago - Stars: 152 - Forks: 19
tcsvn/pyadlml
Contains data preprocessing and visualization methods for ADL datasets.
Language: Jupyter Notebook - Size: 153 MB - Last synced: 20 days ago - Pushed: 9 months ago - Stars: 11 - Forks: 10
34j/boost-loss
Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost.
Language: Python - Size: 404 KB - Last synced: 1 day ago - Pushed: 4 days ago - Stars: 6 - Forks: 0
yell/boltzmann-machines
Boltzmann Machines in TensorFlow with examples
Language: Jupyter Notebook - Size: 354 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 839 - Forks: 135
34j/sklearn-utilities
Utilities for scikit-learn. Append prediction to x, append prediction to x single, append x prediction to x, compose var estimator, data frame wrapper, drop by noise prediction, drop missing rows y, dummy regressor var, estimator wrapper base, excluded column transformer pandas, feature union pandas, id transformer, included column transformer pand
Language: Python - Size: 366 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 2 - Forks: 1
gmodena/tensor-fm
Polynomial regression and classification with sklearn and tensorflow
Language: Python - Size: 42 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 10 - Forks: 4
pedrojuanbj/MLTSA
Machine Learning Transition State Analysis (MLTSA) suite with Analytical models to create data on demand and test the approach on different types of data and ML models.
Language: Jupyter Notebook - Size: 497 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 5
dmeoli/optiml
Optimizers for/and sklearn compatible Machine Learning models
Language: Python - Size: 483 MB - Last synced: 12 days ago - Pushed: about 1 year ago - Stars: 7 - Forks: 4
RazHoshia/unofficial_encoders
Unofficial but extremely useful Label and One Hot encoders.
Language: Python - Size: 80.1 KB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0
vharavu/unsupClust
apply PCA and clustering to a dataset
Language: HTML - Size: 4.22 MB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0
dschmitz89/Polyfit
Scikit learn compatible constrained and robust polynomial regression in Python
Language: Python - Size: 388 KB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 9 - Forks: 4
lopezco/ml-flask-api
A simple template of a Python API (web-service) for real-time Machine Learning predictions, using scikitlearn-like models, Flask and Docker.
Language: Python - Size: 5.6 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 13 - Forks: 7
jonnor/embayes 📦
Naive Bayes machine-learning classifiers for embedded systems
Language: Python - Size: 123 KB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 5 - Forks: 0
Agnij-Moitra/variational-gradient-boosting
Language: Jupyter Notebook - Size: 18.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0
xhan97/inne
A scikit-learn-compatible module for Isolation-based anomaly detection using nearest-neighbor ensembles
Language: Python - Size: 553 KB - Last synced: 25 days ago - Pushed: 9 months ago - Stars: 4 - Forks: 6
marti1999/Decision-Tree-Implementation
Creating a Decision Tree Classifier using Python
Language: Python - Size: 1.25 MB - Last synced: 9 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
kmedian/onehot
One-Hot encoder with sklearn-ish API interface that process mixed string and numeric labels directly.
Language: Python - Size: 104 KB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0
x-tabdeveloping/rvfln
A Python implementation of random vector functional networks and broad learning systems using Sklearn's Regressor and classifier APIs
Language: Python - Size: 16.6 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0
gmodena/tinydp
Differential privacy for sklearn pipelines.
Language: Python - Size: 15.6 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0
ltgio/hime
HIerarchical Mixed Effects
Language: Jupyter Notebook - Size: 8.02 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
RazHoshia/Wids2021EvalMLRapids
combination of EvalML with Rapids for the WiDS 2021 competition
Language: Python - Size: 17.6 KB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1
nwtgck/multi-svr-python
SVR for multidimensional labels
Language: Python - Size: 43 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 10 - Forks: 1
kmedian/datefeatures
Feature engineering sklearn transformer for dates
Language: Python - Size: 40 KB - Last synced: 3 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0
stgrmks/StackingClassifier
Sklearn compatible stacking classifier.
Language: Python - Size: 9.89 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 4 - Forks: 0
PFGimenez/ecf-anomaly-detection
Python package providing an anomaly (outlier and novelty) detector based on the empirical Christoffel function.
Language: Python - Size: 28.3 KB - Last synced: 11 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
lopezco/timeseries
Time series features creation
Language: Python - Size: 24.4 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 1
ml-opt/tibfold
Calculate the bias of k-fold cross-validation with hyper-parameter configuration
Language: Python - Size: 7.81 KB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0
jmyrberg/kaggle-classifiers
Kaggle inspired classifiers with sklearn type of API.
Language: Python - Size: 862 KB - Last synced: about 1 year ago - Pushed: about 8 years ago - Stars: 0 - Forks: 1
ulf1/sklearn-pipelinetweak
additional wrapper and classes for sklearn's pipeline API
Language: Python - Size: 23.4 KB - Last synced: 11 days ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0
stgrmks/Gridsearch-on-Validation-Set
Sklearn compatible gridsearch based on a validation set.
Language: Python - Size: 31.3 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
sig-ml/bleedml
Bleeding Edge machine learning algorithms
Language: Python - Size: 11.7 KB - Last synced: 21 days ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 2
kmedian/pctl_scale
Scale a variable into an open interval (0,1) whereas values within a given lower and upper percentile maintain a linear relation, and outlier saturate towards the interval limits.
Language: Python - Size: 56.6 KB - Last synced: 14 days ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0
kmedian/thermoencoder
thermometer encoding with sklearn interface
Language: Python - Size: 9.77 KB - Last synced: 29 days ago - Pushed: about 2 months ago - Stars: 1 - Forks: 1
nwtgck/map-classifier-python
Maximum A Posteriori Classifier
Language: Python - Size: 118 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1
lzfelix/sk_seqtools
:snake: Extending sklearn LabelEncoder to handle sequences of labels
Language: Python - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0
slipguru/palladio
ParALleL frAmework for moDel selectIOn
Language: Python - Size: 4.71 MB - Last synced: 1 day ago - Pushed: over 5 years ago - Stars: 8 - Forks: 2
generall/sklearn-sknnsuite
Wrapper which provides scikit-learn-compatible implementation of SkNN sequence labeling algorithm
Language: Python - Size: 17.6 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 3 - Forks: 1
oroszgy/mltools
Common utility methods and classes to ease the work with sklearn, spacy, pandas, matplotlib
Language: Python - Size: 20.5 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0
sgino209/OCR_NaturalPhotos
OCR of Natural Photos using Machine-Learning techniques (based on Python sklearn toolkit)
Language: Python - Size: 15.6 KB - Last synced: about 1 year ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0