Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market

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python machine-learning kaggle xgboost lightgbm ensemble-learning regression-models

FTRLProximal

R package for online training of regression models using FTRL Proximal

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r c Makefile machine-learning prediction regression-models online-algorithms

Age-Prediction

This Project is an applicaton based on Computer vision and Machine learning implementation using regression supervised classification.

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python machine-learning face-detection regression-models opencv-python pip3 haar-cascade-classifier

calcuMLator

An intelligently dumb calculator that uses machine learning

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python calculator machine-learning microservice machine-learning-algorithms calculations regression-models

auditor

Model verification, validation, and error analysis

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r CSS machine-learning classification regression-models model-validation error-analysis residuals explainable-artificial-intelligence xai

rollRegres

R package for fast rolling and expanding linear regression models

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r C++fortran c regression regression-models rolling

dominance-analysis

This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal resource allocation models.

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python TeX feature-selection logistic-regression feature-engineering regression-models predictor multiple-regression feature-importance classification-model relative-importance dominance-analysis r-square shapley-value keydrivers dominance dominance-statistics predictor-importance pseudo-r-square

gold-price-analysis

Creating a model to analyze and predict the trend of the prices of gold.

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Jupyter Notebook python time-series trends regression-models sarimax arima-model gold-price

pyspark-ML-in-Colab

Pyspark in Google Colab: A simple machine learning (Linear Regression) model

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Jupyter Notebook spark hadoop machine-learning-algorithms pyspark regression-models rdd colab-notebook

bbai

Set model hyperparameters using deterministic, exact algorithms.

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python machine-learning statistics hyperparameter-optimization regression-models bayesian-statistics

Sales-Prediction

In depth analysis and forecasting of product sales based on the items, stores, transaction and other dependent variables like holidays and oil prices.

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Jupyter Notebook sales machine-learning-algorithms prediction forecasting regression-models prediction-algorithm prediction-model

srqm

An introductory statistics course for social scientists, using Stata

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