A practical guide demonstrates how to run FlashLearn examples, including installation instructions, API key setup, and script execution steps for machine learning tasks.
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Merlion is a comprehensive Python library for time series intelligence, offering end-to-end machine learning capabilities for forecasting, anomaly detection, and change point detection. The library features standardized data loading, diverse models, AutoML capabilities, and practical post-processing rules, while supporting both univariate and multivariate analysis with distributed computation via PySpark.
An innovative spreadsheet application combining traditional spreadsheet functionality with Python data analysis and AI capabilities, leveraging OpenAI API and Pyodide for runtime execution. Built with Next.js 14 and TypeScript, it offers interactive data visualization through ECharts and intelligent suggestions through an AI-powered chat interface.
Browser-use is a Python library enabling AI agents to control web browsers through natural language commands, supporting automated tasks like web browsing and form submissions. The project aims to advance browser automation capabilities while establishing best practices for UI/UX design in the age of AI agents.
An analytical study investigates the correlation between kebab restaurant quality and proximity to train stations in Paris using Google Places API and geospatial analysis. Despite thorough data collection of 400 establishments and complex spatial analysis, results showed only a weak correlation (0.091 Pearson coefficient), leaving the hypothesis largely unconfirmed.
Ren'Py is an open-source visual novel engine that enables creators to develop interactive stories and simulation games using a simple script language and Python. The engine supports multiple platforms, offers comprehensive documentation in several languages, and has been used to create over 4,000 games available on platforms like Steam and Itch.io.
A developer shares their experience building a minimalist compiler called TinyCompiler for a custom programming language 'wend' over a weekend. The project aims to translate 'wend' code into GNU assembly while maintaining a codebase of around 500 lines of Python, serving as an educational exploration of compiler theory.
Pi-hole v6 introduces major improvements including an embedded web server with REST API, advanced filtering capabilities, and consolidated configuration management in TOML format. The release features a redesigned interface with basic/expert modes, native HTTPS support, and a new Alpine-based Docker image for enhanced performance and reduced footprint.
WinterBreak is a new jailbreak for Kindle devices released on New Year's Day 2025, built upon the Mesquito framework. The installation requires a PC, registered Kindle, and WiFi connectivity, with specific troubleshooting steps available for common issues.
Wger Workout Manager is an open-source web application for managing personal workouts, weight, and diet plans, offering both a user interface and REST API. The application can be easily deployed using Docker and provides flexible hosting options from demo instances to full production setups.
Cloudflare announces the beta release of Automatic Audit Logs, a unified system that standardizes logging across products and expands coverage from 75% to 95% of services. The system automatically generates detailed records of user actions, authentication methods, and resource access patterns without manual intervention, while ensuring sensitive data protection through intelligent redaction.