The practitioner's forecasting library

• UpdatedMar 30, 2025
• Python

R code for exchange rate prediction using Multilayer Perceptron (MLP) models with various architectures and evaluation metrics

• UpdatedMay 20, 2024
• R

This project aims to forecast the future web traffic for approximately 145,000 Wikipedia articles.

• UpdatedJan 21, 2022
• Jupyter Notebook

Model to predict the amount of gold extracted from gold mineral.

• UpdatedApr 10, 2023
• Jupyter Notebook

Integrated Project 2 from TripleTen

• UpdatedJan 22, 2025
• Jupyter Notebook

데이콘 전력사용량 예측 AI 경진대회

• UpdatedJun 29, 2021
• Jupyter Notebook

Project compares three regression models for predicting the amount of gold recovered from gold ore in order to optimize gold production and eliminate unprofitable parameters. Data provided by Zyfra.

• UpdatedJul 19, 2023
• Jupyter Notebook

As a Data Scientist at Zyfra Company, I developed a predictive model to estimate gold extractable from ore. Using data on extraction and purification, I trained the model to enhance the efficiency of the production process.

• UpdatedAug 8, 2023
• Jupyter Notebook

Energy consumption forecasting is crucial for efficient power management, grid stability, and energy resource planning. This project leverages Time Series Analysis techniques to predict energy consumption using GRU and LSTM models. By utilizing the PJM Interconnection LLC Energy Consumption Dataset, which records hourly power usage.

• UpdatedApr 19, 2025
• Jupyter Notebook

Предсказание коэффициента восстановления золота из золотодобывающей руды

• UpdatedSep 26, 2023
• Jupyter Notebook

[경진대회] 전력사용량 예측 AI 모델 개발

• UpdatedMar 26, 2025
• Jupyter Notebook

Zyfra is a pioneering developer of efficiency solutions for heavy industries & is aiming to take help of machine learning to optimize the efficiency in Gold Ore processing

• UpdatedAug 21, 2023
• Jupyter Notebook