ensembling

There are 1 repository under ensembling topic.

sberbank-ai-lab / LightAutoML
LAMA - automatic model creation framework
automated-machine-learning automl blackbox classification data-science ensembling feature-engineering gradient-boosting kaggle lama linear-model model-selection multiclass nlp parameter-tuning pipeline pytorch regression stacking whitebox
Language:Python 886
vecxoz / vecstack
Python package for stacking (machine learning technique)
stacking stacked-generalization explain-stacking stacking-tutorial blending bagging ensembling ensemble ensemble-learning machine-learning
Language:Python 685
yzhao062 / awesome-ensemble-learning
Ensemble learning related books, papers, videos, and toolboxes
machine-learning data-mining ensemble-learning ensembling data-science
Language:Python 284
veridical-flow
Yu-Group / veridical-flow
Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.
machine-learning python3 data-science workflow stability ml ai statistics pandas preprocessing ensembling tutorial
Language:Jupyter Notebook 64
sharmaroshan / Predicting_Money_Spent_at_Resort
It is From Analytics Vidhya Hackathons, Sponsored by Club Mahindra. It is based on Regression Problem, Where Accuracy matters the most, It is measured by RMSE Score. Different Techniques such as Stacking, Ensembling, Boosting and Scientific Operations such box-cox Operations to reduce skewness of the data.
machine regression stacking ensembling boosting scipy box-cox log-transformation robust-scaling lgboost xgboost lasso kernel-ridge elastic-net data-visualization seaborn palettes eda tutorial predictive-modeling
Language:Jupyter Notebook 7
havelhakimi / Bitcoinheistransomware
Decision Trees, Ensembling, Adaboost and Random Forest on Bitcoin Heist Ransomware Address Dataset
decision-trees ensembling random-forest adaboost
Language:Jupyter Notebook 5
0Zeta / RockPaperScissors
37th place solution for the 2020-2021 Kaggle competition "Rock, Paper, Scissors"
kaggle rps kaggle-competition rockpaperscissors ensembling bot going-meta meta
Language:Python 3
RohitLearner / Titanic
: Visualization & Prediction
data-visualization tutorial beginner-friendly feature-engineering xgboost ensembling prediction kaggle-competition titanic-survival-prediction
Language:Jupyter Notebook 3
SwissFederalArchives / tcc-metadata-anonymization
An named-entity-recognition (NER) based anonymizer for archival documents metadata.
anonymization machine-learning nlp information-extraction named-entity-recognition conditional-random-fields ensembling logistic-regression multilayer-perceptron ner de-identification
Language:Jupyter Notebook 3
iploshchik / MetaStackVis
Visually-Assisted Performance Evaluation of Metamodels in Stacking Ensemble Learning
stacked-generalization visualization ensembling metamodels
Language:Python 1
ISG-Siegen / lenskit-auto
An AutoRecSys Library built around LensKit. Performs automatic algorithm selection, hyperparameter optimzation and ensembling on LensKit models.
algorithm-selection automl autorecsys bayesian-optimization ensembling hyperparameter-optimization random-search recommender-system smac3
Language:Python 1
k-loki / Shell-ai-2021-hackathon
This is 35th place solution to shell ai hackathon hosted on HackerEarth platform.
deep-neural-networks ensembling machine-learning regression
Language:Jupyter Notebook 1
karthik-d / active-learning-boilerplate
Templated boilerplate for experiments in Active and Ensemble Learning.
active-learning boilerplate deep-learning ensemble-learning ensembling machine-learning template bagging bagging-ensemble boosting boosting-ensemble deep-incremental-boosting python tensorflow keras
Language:Jupyter Notebook 1
Kratos-is-here / DeepFakes-Detection
Deepfakes are synthetic media in which a person in an existing image or video is replaced with someone else's likeness. We make a model which is efficient in detecting one.
computer-vision deep-learning ensembling
Language:Jupyter Notebook 1
naturenurtureelite / Legal-AI
Ensemble methods for improving extractive summarization of legal case judgements
ensembling legal summarization
Language:Python 1
Ragadeepthi / Insurance-Liability-claim-Analysis
Analysis of Insurance Liability Claim Amount for settlement
python python3 exploratory-data-analysis machine-learning machinelearning machine-learning-algorithms ensembling ensemble-learning ensembles ensemble-machine-learning
Language:Jupyter Notebook 1
Krystkowiakk / Heart-Disease-Patients-Classification
Metis project 4/7
classification ensembling heart-disease imbalanced-data kaggle knn logistic-regression naive-bayes random-forest regularization undersampling xgboost recall scikit-learn seaborn sklearn randomizedsearchcv data-science machine-learning python
Language:Jupyter Notebook 0
ritik872000 / Data-Science-Portfolio
This repo consists of notebooks I created to work upon the skills I learnt through several courses. All notebook has EDA, Model Building, Hyperparameter Tuning, Ensemble Models and Sampling Techniques.
bivariate-analysis data-visualizations eda machine-learning hyperparameter-tuning ensembling seaborn nlp
Language:Jupyter Notebook 0
Villagomez-Joshi-cloud / Predictive_Accuracy
An ensemble is based on the notion of combining models. While uplift modeling combines supervised modeling with A-B testing, which is a simple type of randomized experiment.
ensemble-model ensembling uplift-modeling
0
kunal2812 / Mini-Project
cnn-keras ensembling ml tensorflow tutorials visual-cryptography non-linear-dynamics
Language:Jupyter Notebook
tanish-g / kaggle-competition-MOVIES-GENRE-CLASSIFICATION-
Competition was Classify This Movie by Genre Prediction of Movies based on their Poster
fastai-library ensembling
Language:Jupyter Notebook
tokarevart / parallel-ensembling
C++ OpenMP and CUDA implementation of parallel ensembling of global stiffness matrix.
multi-threading parallel-processing openmp cuda ensembling cpp boundary-value-problem
Language:C++

ensembling

sberbank-ai-lab / LightAutoML

vecxoz / vecstack

yzhao062 / awesome-ensemble-learning

Yu-Group / veridical-flow

sharmaroshan / Predicting_Money_Spent_at_Resort

havelhakimi / Bitcoinheistransomware

0Zeta / RockPaperScissors

RohitLearner / Titanic

SwissFederalArchives / tcc-metadata-anonymization

iploshchik / MetaStackVis

ISG-Siegen / lenskit-auto

k-loki / Shell-ai-2021-hackathon

karthik-d / active-learning-boilerplate

Kratos-is-here / DeepFakes-Detection

naturenurtureelite / Legal-AI

Ragadeepthi / Insurance-Liability-claim-Analysis

Krystkowiakk / Heart-Disease-Patients-Classification

ritik872000 / Data-Science-Portfolio

Villagomez-Joshi-cloud / Predictive_Accuracy

kunal2812 / Mini-Project

tanish-g / kaggle-competition-MOVIES-GENRE-CLASSIFICATION-

tokarevart / parallel-ensembling