spatial resampling for more robust cross validation in spatial studies
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Jun 22, 2025 - Python
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kfold
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(1) Train large language models to help people with automatic essay scoring. (2) Extract essay features and train new tokenizer to build tree models for score prediction.
regression transformer classification vectorizer awp pooling huggingface treemodel kfold llm deberta-v3-large bpe-tokenizer
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Jul 3, 2024 - Python
Classification and Oversampling Algorithms Comparison, using Deep Feature Synthesis and Feature Selection with RFE
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Jul 4, 2023 - Jupyter Notebook
Este projeto implementa uma solução de ponta a ponta para a competição do Kaggle "CSIRO - Image2Biomass Prediction". O objetivo é desenvolver um modelo de Deep Learning (Visão Computacional) capaz de prever cinco componentes de biomassa (ex: Dry_Green_g, Dry_Clover_g) analisando imagens aéreas de pastagens.
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Nov 26, 2025 - Python
TPs de la materia Laboratorio de Datos, UBA-FCEN.
sql numpy plot pandas decision-trees dataframes knn decision-tree decision-tree-classifier boxplot scatterplot kfold-cross-validation barplot sklearn-library kfold analisis-exploratorio arboles-de-decision analisis-exploratorio-de-datos
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Aug 6, 2025 - Python
Atividades práticas elaborados em Python, no ambiente Google Colab, para a disciplina de ferramentas de inteligencia artificial
python machine-learning random-forest genetic-algorithm linear-regression cross-validation data-engineering neural-networks supervised-learning dimensionality-reduction unsupervised-learning knn decision-tree evaluation-metrics svm-classifier deap recursive-feature-elimination kfold mlp-pytorch
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Nov 11, 2024 - Jupyter Notebook
All participations
sklearn hyperparameter-optimization regression-models automl datapreprocessing classification-models kfold
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Jun 10, 2023 - Jupyter Notebook
This notebook demonstrates a complete ML pipeline for car price prediction, including EDA, outlier handling, feature engineering, scaling, and training a Linear Regression model. It evaluates performance with common regression metrics and applies the final model to predict the price of a new car. Figures are stored in the images folder.
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Dec 30, 2025 - Jupyter Notebook
Mental health includes our emotional, psychological, and social well-being. It affects how we think, feel, and act. It also helps determine how we handle stress, relate to others, and make healthy choices. Mental health is important at every stage of life, from childhood and adolescence through adulthood.
visualization python correlation exploratory-data-analysis plotly cross-validation pandas seaborn matplotlib preprocessing mental-health normalization mental-illness linearregression mental-health-awareness subplots kfold test-train-split
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Sep 17, 2024 - Jupyter Notebook
Codsoft Projects TASK 1 TITANIC SURVIVAL PREDICTION ,TASK 2 MOVIE RATING PREDICTION WITH PYTHON ,TASK 3 IRIS FLOWER CLASSIFICATION ,TASK 4 SALES PREDICTION USING PYTHON ,TASK 5 CREDIT CARD FRAUD DETECTION
python data-science data machine-learning linear-regression models cross-validation prediction data-analytics logistic-regression feature-engineering data-cleaning decision-tree-classifier kfold jupternotebook codsoft codsoftinternship
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Sep 19, 2023 - Jupyter Notebook
An AI-powered analysis that deciphers the causes of traffic accidents and predicts their severity to enhance urban safety.
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Aug 6, 2025 - Jupyter Notebook
Data Science - K-Nearest Neighbors (KNN) Work
machine-learning metrics sklearn classification grid-search knn knearest-neighbors standardscaler kfold
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Jan 14, 2024 - Jupyter Notebook
A regression model using a Keras Multilayer Perceptron (MLP) to predict body fat percentage. Includes data standardization and K-Fold cross-validation.
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Jan 14, 2023 - Jupyter Notebook
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