Topic

Tools for forecasting and optimization · Open source

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Watching this group for 24 days, checked once a day · how we check

dashAI:Interactive ML,No code,LocalFirst

LiveWatched 9d

Open-source, local-first desktop app for training, evaluating and explaining ML models without cloud services.

Works offlineOpen source
What to know▼
How it works
Local-first desktop app for importing data, training predictive and generative models, evaluating them, and applying explainability techniques, without cloud services, external authentication, or API keys.
Pricing
Open source.
Details →

AllergyTJ

LiveWatched 18d

A free, open-source pollen and air-quality tracker for 30 Tajikistan cities, combining a seasonal allergen calendar with live weather and satellite air data, delivered in Tajik, Russian and English.

Watch out · Pollen risk is modeled/inferred from weather and satellite data, not measured directly.

FreeNo sign-upOpen source
What to know▼
How it works
Tracks pollen risk and air quality across 30 Tajikistan cities using an inference-based model: a seasonal calendar for 9 allergen species, adjusted with live Open-Meteo weather and Copernicus CAMS satellite air-quality data, with a 5-day forecast and personal allergen profiles.
What's different
Free, open source, no sign-up or tracking, and available in Tajik, Russian and English with Telegram updates.
Pricing
Free.
Best for
People in Tajikistan managing seasonal allergies who want localized forecasts.
Watch out
Pollen risk is modeled/inferred from weather and satellite data, not measured directly.
Details →

AIdometer

LiveWatched 21d

A macOS menu-bar tracker for Claude and Codex AI usage limits that warns you before you hit the cap. Built for developers using Claude Code or Codex CLI.

Open sourceNo tracking
What to know▼
How it works
A macOS menu-bar app showing live session/weekly/monthly usage windows for Claude and OpenAI Codex, with reset countdowns, a 90% redline warning, and a forecast of when you'll run out at your current pace. It reads the CLI logins you already have.
What's different
One-click switch between providers, 9 themes, 5 layouts, self-updating via GitHub releases, native Swift, essentially one source file, zero telemetry.
Pricing
Open source, MIT licensed.
Best for
Developers using Claude Code or Codex CLI who want to avoid hitting a surprise usage limit mid-task.
Details →

Graspo

LiveWatched 16d

A free, open-source tool that forecasts fashion trends from retail search and autocomplete data across Google, Amazon, and eBay.

FreeOpen source
What to know▼
How it works
Analyzes global fashion trends, retail search data, and consumer demand using cross-platform autocomplete intelligence from Google, Amazon, and eBay.
Pricing
Free and open source.
Details →

Forecast AI

LiveWatched 2d
Open source
Details →