ARM-software/mango

Parallel Hyperparameter Tuning in Python

Language: Jupyter Notebook - Size: 54.6 MB - Last synced at: 9 days ago - Pushed at: 2 months ago - Stars: 413 - Forks: 47

heal-research/pyoperon

Python bindings and scikit-learn interface for the Operon library for symbolic regression.

Language: C++ - Size: 908 KB - Last synced at: 8 days ago - Pushed at: 15 days ago - Stars: 50 - Forks: 14

4Freye/panelsplit

A tool for performing cross-validation with panel data

Language: Python - Size: 7.66 MB - Last synced at: 11 days ago - Pushed at: 18 days ago - Stars: 18 - Forks: 1

xhan97/IsoKernel

A scikit-learn-compatible module for Isolation Kernel.

Language: Python - Size: 89.8 KB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 6 - Forks: 2

yell/boltzmann-machines

Boltzmann Machines in TensorFlow with examples

Language: Jupyter Notebook - Size: 354 MB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 850 - Forks: 136

34j/boost-loss

Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost.

Language: Python - Size: 479 KB - Last synced at: 10 days ago - Pushed at: 15 days ago - Stars: 9 - 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 at: 8 days ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 6

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: 399 KB - Last synced at: 10 days ago - Pushed at: 15 days ago - Stars: 3 - Forks: 1

dmeoli/optiml

Optimizers for/and sklearn compatible Machine Learning models

Language: Python - Size: 483 MB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 4

34j/lightgbm-callbacks

A collection of LightGBM callbacks. (DART early stopping, tqdm progress bar)

Language: Python - Size: 473 KB - Last synced at: 16 days ago - Pushed at: 22 days ago - Stars: 5 - Forks: 0

tsvikas/alumni 📦

alumni is a sklearn-serializer

Language: Python - Size: 76.2 KB - Last synced at: about 1 month ago - Pushed at: 4 months 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 at: 19 days ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0

dschmitz89/Polyfit

Scikit learn compatible constrained and robust polynomial regression in Python

Language: Python - Size: 388 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 5

chrka/rwfs

Simulated annealing for feature selection

Language: Python - Size: 26.4 KB - Last synced at: 22 days ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0

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 at: 1 day ago - Pushed at: about 1 year ago - Stars: 151 - Forks: 20

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 at: 18 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

gmodena/tensor-fm

Polynomial regression and classification with sklearn and tensorflow

Language: Python - Size: 42 KB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 4

WardBrian/scikit-stan

A sklearn style interface to Stan regression models

Language: Python - Size: 9.48 MB - Last synced at: 10 days ago - Pushed at: 6 months ago - Stars: 25 - Forks: 0

tsitsimis/constrainedlr

Drop-in replacement of sklearn's Linear Regression with coefficients constraints

Language: Python - Size: 637 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 7 - Forks: 0

tcsvn/pyadlml

Contains data preprocessing and visualization methods for ADL datasets.

Language: Jupyter Notebook - Size: 153 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 12

nwtgck/multi-svr-python

SVR for multidimensional labels

Language: Python - Size: 43 KB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 1

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 at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 5

RazHoshia/unofficial_encoders

Unofficial but extremely useful Label and One Hot encoders.

Language: Python - Size: 80.1 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

vharavu/unsupClust

apply PCA and clustering to a dataset

Language: HTML - Size: 4.22 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

gmodena/tinydp

Differential privacy for sklearn pipelines.

Language: Python - Size: 16.6 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

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 at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 13 - Forks: 7

jonnor/embayes 📦

Naive Bayes machine-learning classifiers for embedded systems

Language: Python - Size: 123 KB - Last synced at: 11 days ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

Agnij-Moitra/variational-gradient-boosting

Language: Jupyter Notebook - Size: 18.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

marti1999/Decision-Tree-Implementation

Creating a Decision Tree Classifier using Python

Language: Python - Size: 1.25 MB - Last synced at: over 1 year ago - Pushed at: almost 3 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 at: 2 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

ltgio/hime

HIerarchical Mixed Effects

Language: Jupyter Notebook - Size: 8.02 MB - Last synced at: about 2 years ago - Pushed at: almost 3 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 at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

kmedian/datefeatures

Feature engineering sklearn transformer for dates

Language: Python - Size: 40 KB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

stgrmks/StackingClassifier

Sklearn compatible stacking classifier.

Language: Python - Size: 9.89 MB - Last synced at: about 2 years ago - Pushed at: about 7 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 at: 20 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

lopezco/timeseries

Time series features creation

Language: Python - Size: 24.4 KB - Last synced at: almost 2 years ago - Pushed at: over 5 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 at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

jmyrberg/kaggle-classifiers

Kaggle inspired classifiers with sklearn type of API.

Language: Python - Size: 862 KB - Last synced at: about 2 years ago - Pushed at: almost 9 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 at: 30 days ago - Pushed at: about 5 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 at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sig-ml/bleedml

Bleeding Edge machine learning algorithms

Language: Python - Size: 11.7 KB - Last synced at: 30 days ago - Pushed at: over 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 at: 18 days ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

kmedian/thermoencoder

thermometer encoding with sklearn interface

Language: Python - Size: 9.77 KB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

nwtgck/map-classifier-python

Maximum A Posteriori Classifier

Language: Python - Size: 118 KB - Last synced at: 6 months ago - Pushed at: almost 4 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 at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

slipguru/palladio

ParALleL frAmework for moDel selectIOn

Language: Python - Size: 4.71 MB - Last synced at: 10 days ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 2

HishamElamir/PipeLearn

Enhancement of SKLearn Pipeline

Size: 1000 Bytes - Last synced at: 7 days ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

generall/sklearn-sknnsuite

Wrapper which provides scikit-learn-compatible implementation of SkNN sequence labeling algorithm

Language: Python - Size: 17.6 KB - Last synced at: 5 days ago - Pushed at: almost 8 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 at: 25 days ago - Pushed at: almost 8 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 at: about 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0