Tech Times

Open-Source Coding Model Ornith-1.0 Writes Its Own Training Scaffold in Reinforcement Learning

Open-source agentic coding model Ornith-1.0, released today under the MIT license, uses a self-improving reinforcement ...
InfoWorld

Using Visual Studio Code’s ‘air-gapped’ AI model mode

VS Code can use LLM models other than GitHub Copilot’s built-in providers for AI-assisted development, including local and ...
XDA Developers on MSN

I used Meta Llama 4, Qwen 3-Coder and Gemma 4 to develop a Python app, and only one model is worth keeping for developers

Putting some of the best local models to the development test ...
IEEE

Forecasting iPhone Shipment Using Google Trends with SARIMA Variations

Abstract: The number of smartphone users from year to year is increasing. Competition between smartphone vendors is getting fiercer to survive in the industry. Nokia and HTC are some cases where ...
Frontiers

Incorporating meteorological factors into a SARIMA model for predicting pediatric influenza epidemics

Influenza, a contagious respiratory illness, imposes a substantial global disease burden, underscoring the critical need for timely and accurate surveillance systems. Seasonal Autoregressive ...
GitHub

Singular Spectrum Analysis for Time Series Forecasting

What is Singular Spectrum Analysis (SSA)? Singular Spectrum Analysis (SSA) is a non-parametric technique in machine learning used to analyze and forecast time series data. SSA decomposes a time series ...
GitHub

holt-winters-forecasting

The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model ...
IEEE

Intelligent Sales Forecasting System Using Arima, Sarima, and Xgboost Models

Abstract: Sales forecasting plays a pivotal role in predicting future revenue by estimating product or service volumes within a specified time frame. Accurate sales forecasting drives strategic ...