sklearn-compatible

There are 0 repository under sklearn-compatible topic.

yell / boltzmann-machines
Boltzmann Machines in TensorFlow with examples
ais annealed-importance-sampling boltzmann-machines contrastive-divergence-algorithm dbm deep-learning energy-based-model gibbs-sampling keras machine-learning mcmc pcd rbm restricted-boltzmann-machine sklearn-compatible tensorflow tensorflow-models variational-inference
Language:Jupyter Notebook 841
ARM-software / mango
Parallel Hyperparameter Tuning in Python
bayesian-optimization blackbox-optimization cluster-deployment gaussian-processes hyperparameter-optimization hyperparameter-tuning keras-examples kubernetes-deployment machine-learning neural-network neural-networks parallel-computing production-system pytorch-compatible scipy-compatible sklearn-compatible tensorflow-examples tuning-parameters
Language:Jupyter Notebook 310
heidelbergcement / hcrystalball
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
sklearn fbprophet pmdarima sarimax time-series-forecasting time-series model-selection cross-validation statsmodels tbats sklearn-compatible sklearn-api sklearn-library transformer wrapper data-science sktime
Language:Python 152
heal-research / pyoperon
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
genetic-programming machine-learning parallel python sklearn-compatible symbolic-regression
Language:C++ 31
WardBrian / scikit-stan
A sklearn style interface to Stan regression models
python scikit-learn sklearn-compatible stan
Language:Python 25
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.
flask-api docker interpretable-machine-learning prediction-api sklearn-compatible
Language:Python 14
nwtgck / multi-svr-python
SVR for multidimensional labels
svr support-vector-machines sklearn-compatible sklearn sklearn-library
Language:Python 11
tcsvn / pyadlml
Contains data preprocessing and visualization methods for ADL datasets.
activities-of-daily-living machine-learning human-activity-recognition hidden-markov-model lstm rnn sklearn-compatible jupyter-notebook visualization casas adls casas-aruba casas-kyoto casas-milan
Language:Jupyter Notebook 11
gmodena / tensor-fm
Polynomial regression and classification with sklearn and tensorflow
machine-learning tensorflow2 sklearn-compatible sklearn-estimator
Language:Python 10
Polyfit
dschmitz89 / Polyfit
Scikit learn compatible constrained and robust polynomial regression in Python
polynomial-regression convex-optimization python sklearn-compatible robust-regresssion shape-constraints cvxpy
Language:Python 9
slipguru / palladio
ParALleL frAmework for moDel selectIOn
model assessment evaluation analysis machine-learning model-assessment sklearn palladio python sklearn-compatible pipeline
Language:Python 8
dmeoli / optiml
Optimizers for/and sklearn compatible Machine Learning models
machine-learning numerical-optimization optimization artificial-intelligence svm neural-network optimization-algorithms constrained-optimization unconstrained-optimization convex-optimization nonlinear-optimization quadratic-programming lagrangian-relaxation nonsmooth-optimization sklearn-compatible deep-neural-networks duality optimizers
Language:Python 7
34j / boost-loss
Utilities for easy use of custom losses in CatBoost, LightGBM, XGBoost.
catboost lightgbm scikit-learn sklearn sklearn-compatible xgboost autograd custom-loss custom-loss-functions gbdt gradient-boosting pytorch evaluation-metrics hacktoberfest
Language:Python 6
tsitsimis / constrainedlr
Drop-in replacement of sklearn's Linear Regression with coefficients constraints
constraints elasticnet-regression lasso-regression linear-regression machine-learning ml python-package quadratic-programming ridge-regression sklearn-compatible
Language:Python 6
XAISuite
11301858 / XAISuite
XAISuite: Train machine learning models, generate explanations, and compare different explanation systems with just a simple line of code.
comparison-tool explainable-ai explainable-machine-learning machine-learning machine-learning-algorithms python xai-library interpretable-machine-learning pytorch-compatible sklearn-compatible tensorflow-compatible
Language:Python 5
jonnor / embayes
Naive Bayes machine-learning classifiers for embedded systems
machine-learning naive-bayes microcontroller c python sklearn-compatible
Language:Python 5
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.
tensorflow machine-learning deep-learning molecular-dynamics-analysis molecular-dynamics sklearn-compatible tensorflow-compatible sklearn time-series time-series-analysis time-series-classification enhanced-sampling
Language:Jupyter Notebook 5
x-tabdeveloping / rvfln
A Python implementation of random vector functional networks and broad learning systems using Sklearn's Regressor and classifier APIs
machine-learning deep-learning broad-learning data-science sklearn scikit-learn sklearn-compatible
Language:Python 5
xhan97 / IsoKernel
A scikit-learn-compatible module for Isolation Kernel with aNNE implemention.
isolation-kernel kernel-methods similarity-measures distribution-similarity sklearn-compatible
Language:Python 5
4Freye / panelsplit
A tool for performing cross-validation with panel data
cross-validation panel-data time-series sklearn-compatible pandas python
Language:Python 4
stgrmks / StackingClassifier
Sklearn compatible stacking classifier.
sklearn-compatible sklearn ml machine-learning stacking machine-learning-algorithms
Language:Python 4
xhan97 / inne
A scikit-learn-compatible module for Isolation-based anomaly detection using nearest-neighbor ensembles
anomaly-detection ensemble-model sklearn-compatible unsupervised-learning outlier-detection sklearn-estimator
Language:Python 4
chrka / rwfs
Simulated annealing for feature selection
feature-selection machine-learning sklearn-compatible
Language:Python 3
generall / sklearn-sknnsuite
Wrapper which provides scikit-learn-compatible implementation of SkNN sequence labeling algorithm
sequence-labeling sklearn-compatible metrics
Language:Python 3
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
pca scikit-learn sklearn sklearn-compatible skorch torch feature-engine feature-engineering pytorch pandas python multioutput regression catboost tqdm
Language:Python 2
34j / lightgbm-callbacks
A collection of LightGBM callbacks. (DART early stopping, tqdm progress bar)
dart early-stopping lightgbm tqdm scikit-learn sklearn sklearn-compatible lgbm lightgbm-dart hacktoberfest
Language:Python 1
gmodena / tinydp
Differential privacy for sklearn pipelines.
differential-privacy machine-learning sklearn-compatible
Language:Python 1
HishamElamir / PipeLearn
Enhancement of SKLearn Pipeline
sklearn sklearn-pipeline sklearn-compatible pipeline
1
kmedian / onehot
One-Hot encoder with sklearn-ish API interface that process mixed string and numeric labels directly.
feature-engineering onehot pypi sklearn sklearn-compatible
Language:Python 1
kmedian / thermoencoder
thermometer encoding with sklearn interface
pypi sklearn sklearn-compatible feature-engineering ordinal-encoder ordinal-features ordinal thermometer-encoding
Language:Python 1
lopezco / timeseries
Time series features creation
time-series python features-extraction sklearn-compatible outlier-detection
Language:Python 1
ml-opt / tibfold
Calculate the bias of k-fold cross-validation with hyper-parameter configuration
machine-learning cross-validation-score tibshirani python sklearn-compatible
Language:Python 1
RazHoshia / unofficial_encoders
Unofficial but extremely useful Label and One Hot encoders.
machine-learning encoder label-encoding label-encoder one-hot-encoding one-hot-encode sklearn sklearn-compatible
Language:Python 1
RazHoshia / Wids2021EvalMLRapids
combination of EvalML with Rapids for the WiDS 2021 competition
evalml rapids rapidsai cuml sklearn-estimator sklearn-compatible automl wids-datathon kaggle-competition machine-learning
Language:Python 1
sig-ml / bleedml
Bleeding Edge machine learning algorithms
machine-learning artificial-intelligence sklearn-compatible algorithm
Language:Python 1
marti1999 / Decision-Tree-Implementation
Creating a Decision Tree Classifier using Python
machine-learning python decision-tree preprocessing-data random-forest sklearn-compatible
Language:Python 0