Credit Risk Analysis with Machine Learning
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May 2, 2023 - Jupyter Notebook
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lightbgm
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4 Boosting Algorithms You Should Know – GBM, XGBoost, LightGBM & CatBoost
data-science random-forest decision-trees boosting-algorithms gradient-boosting xgboost-algorithm lightbgm catboost-algorithm
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Aug 27, 2022 - Jupyter Notebook
This project detects AI-generated text using an ensemble of classifiers: Multinomial Naive Bayes, Logistic Regression, LightGBM, and CatBoost. It includes robust data preprocessing, model development, and evaluation, ensuring accurate identification of AI-generated content from a diverse text dataset.
numpy tokenizer naive-bayes scikit-learn transformers pandas logistic-regression catboost sgd-classifier tfidf-vectorizer lightbgm
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Feb 3, 2024 - Jupyter Notebook
Goal Using the data collected from existing customers, build a model that will help the marketing team identify potential customers who are relatively more likely to subscribe term deposit and thus increase their hit ratio
graphviz supervised-learning logistic-regression decision-tree-classifier gradient-boosting-classifier random-forest-classifier ensemble-models bagging-trees lightbgm xgboost-classifier randomizedsearchcv adaboostclassifier
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Aug 2, 2020 - Jupyter Notebook
predicting a continuous target (regression) based on number of anonymous features columns given in the data.
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Feb 24, 2021 - Jupyter Notebook
Repository contains Vehicle Loan Default Prediction of L&T which involved EDA, Statistical Analysis and Model Building
python numpy scikit-learn eda pandas statistical-analysis logistic-regression random-forest-classifier lightbgm
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Nov 1, 2020 - Jupyter Notebook
All Possible Machine Learning algorithms implementation in jupyter notebook with csv file.
random-forest linear-regression machine-learning-algorithms jupyter-notebook naive-bayes-classifier logistic-regression handwritten-digit-recognition svm-classifier gradient-boosting id3-algorithm mini-project xgboost-algorithm knn-classifier lightbgm svm-mode cat-boost find-s-algorithm
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Oct 11, 2021 - Jupyter Notebook
Deploying Flight Price Prediction via Microsoft Azure
azure hyperparameters xgboost-model random-forest-regression extra-tree-regressor catboost-model lightbgm randomizedsearchcv flight-price-prediction
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Sep 16, 2022 - HTML
Analytics Vidhya AmExpert ML Competition
python machine-learning cross-validation classification boosting analytics-vidhya-competition lightbgm
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Oct 5, 2019 - Jupyter Notebook
data-science machine-learning jupyter-notebook tabular-data hyperparameter-optimization classification datavisualization anaconda3 gradient-boosted-trees lightbgm
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Nov 21, 2019 - Jupyter Notebook
Data Storm 1.0 - Business Problem - Team Fixzels
python data-science machine-learning neural-network jupyter random-forest numpy machine-learning-algorithms jupyter-notebook credit-card kaggle kaggle-competition colab business-solutions svm-classifier xgboost-algorithm knn-classifier lightbgm
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Feb 27, 2020 - Jupyter Notebook
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