Generic implementation for Generalized Linear Models including Logistic, Poisson and Ordinal Regression for Classification purposes
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Nov 10, 2019 - Python
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poisson-regression
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Machine Learning From Scratch
reinforcement-learning machine-learning-algorithms naive-bayes-classifier neural-networks logistic-regression k-means polynomial-regression expectation-maximization-algorithm svm-classifier poisson-regression gaussian-discriminant-analysis
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Feb 7, 2021 - Python
Machine Learning algorithms from-scratch implementation. It covers most Supervised and Unsupervised algorithms. Homework assignments and Projects for graduate level Machine Learning Course taught by Dr Manfred Huber at UTA during Spring 21
clustering ensemble-learning decision-trees support-vector-machines knn-classification logistic-regression-algorithm perceptron-learning-algorithm dendrogram poisson-regression logistic-regression-scratch linear-regression-scratch neural-network-from-scratch bagging-ensemble boosting-ensemble gaussian-naive-bayes-classification
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May 2, 2021 - Python
Models for estimating football (soccer) team-strength
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Oct 19, 2021 - Python
This project contains the data and code used in the paper: Denter, Nils M.; Aaldering, Lukas Jan; Caferoglu, Huseyin (2022): Forecasting future bigrams and promising patents: Introducing text-based link prediction. In Foresight ahead-of-print (ahead-of-print). DOI: doi.org/10.1108/fs-03-2021-0078.
machine-learning random-forest text scikit-learn economics networkx naive-bayes-classifier ensemble-learning logistic-regression patents uspto decision-tree link-prediction stochastic-gradient-descent linkprediction k-nearest-neighbors roc-auc poisson-regression
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Jul 11, 2022 - Python
Course XCS229i in Machine Learning from Stanford University
python kernel naive-bayes logistic-regression ann gmm gda k-means-clustering feature-map poisson-regression
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Jul 26, 2022 - Python
Visualize the predicted weather related delays of US domestic flights. See the linked video for a 3 minute whirlwind tour of the app:
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Apr 21, 2023 - Python
Norm Constrained Generalised Linear Model using numpy, numba and scipy.
regression lasso sparse logistic-regression glmnet glm numba ccd generalised-linear-models negative-binomial-regression ridge poisson-regression
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Jul 6, 2023 - Python
Benchopt benchmark for GLMs
python benchmark machine-learning optimization linear-regression scikit-learn regression logistic-regression optimization-methods generalized-linear-models poisson-regression
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Aug 30, 2024 - Python
A bot that provides soccer predictions using Poisson regression
bot machine-learning bots telegram telegram-bot sports soccer gambling football-data betting football poisson sport sports-betting sports-analytics poisson-regression soccer-data soccer-predictions
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Dec 21, 2024 - Python
This repository contains implementations of advanced regression methods, including ordinary least squares, Poisson regression, and locally weighted regression. It also explores bias-variance decomposition for regularized mean estimators. The analysis is conducted on the Capital Bikesharing dataset using Python.
machine-learning data-visualization feature-engineering predictive-modeling bike-sharing demand-forecasting time-series-analysis transportation-problem regression-analysis python-data-science locally-weighted-regression poisson-regression urban-mobility ordinary-least-squares rental-management
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Mar 5, 2025 - Python
Extended Elo rating system implementation based on the equivalence with logistic regression.
python pandas logistic-regression regularization gradient-descent elo-rating poisson-regression polars narwhals
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Mar 26, 2025 - Python
Statistical investigation of how sandwich components affect ant attraction, based on a full factorial design with ANOVA and Poisson regression.
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Aug 8, 2025 - Python
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