Kaggle LANL Earthquake Prediction challenge, Genetic Algorithm (DEAP) + CatboostRegressor, private score 2.425 (31 place)
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Jan 24, 2021 - Python
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catboostregressor
Here are 8 public repositories matching this topic...
Crypto & Stock* price prediction with regression models.
ai neural-network bitcoin lstm xgboost lstm-model lightgbm prophet lstm-neural-networks price-prediction xgboost-regression lgbm lightgbm-regressor catboostregressor
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Jul 26, 2024 - Python
Example machine learning applications for the determination of the residual yield force of corroded steel bars tested under monotonic tensile loading. Data is collected from 26 experimental programs avaialbe in the literature.
machine-learning random-forest artificial-neural-networks regression-models steel anfis structural-engineering generalized-additive-models support-vector-regression gaussian-process-regression gradient-boosting-regressor corrosion reinforced-concrete catboostregressor
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Jun 28, 2024 - Python
This repository implements the CatBoostRegressor model for predicting prices of financial instruments like stocks, currencies, and cryptocurrencies. It uses gradient boosting to capture patterns in price movements, improving the accuracy and robustness of price forecasts.
cryptocurrency stock-prediction gradient-boosting catboostregressor price-forecasting financial-predictions
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Dec 22, 2024 - Python
sklearn-metrics xgbregressor lgbmregressor catboostregressor gradientboostingregressor sklearn-preprocessing sklearn-ensemble
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Oct 5, 2025 - Python
Delivery Pickup Analysis and Duration Prediction for Deliveries on Redis Graph using OSRM and CatBoost Regressor
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Apr 14, 2023 - Python
Predictive Uncertainty in Gradient-Boosted Regression Trees : A Muon Energy Reconstruction Case Study
uncertainty-quantification astroparticle-physics catboostregressor gradient-boosted-regression-trees energy-reconstruction
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Aug 13, 2025 - Python
🧠 Predict COVID-19 mortality rates using a Multilayer Perceptron model, built from CDC data, without high-level frameworks.
machine-learning storytelling keras dropout classification outliers student-project adam-optimizer random-forest-regressor tensorboard-visualization university-at-buffalo l1-regularization early-stopping binary-crossentropy fillna pycaret catboostregressor cdc-dataset
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Feb 12, 2026 - Python
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