EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Aug 16·5 min read
An open-source, candle-only crypto pump detector–looking for ML contributors
TL;DR
An open-source crypto pump detector has been developed using TypeScript, which analyzes market statistics from Binance and Bybit to identify pump and dump patterns, alerting users via Telegram.
✦ Why It Matters
Start monitoring crypto market manipulations today by deploying the open-source pump detector.
Key Takeaways
- Set up a Telegram bot for real-time pump alerts.
- Utilize public data from Binance and Bybit without API keys.
- Contribute to improving detection algorithms through manual reviews.
- Use PM2 for process management to ensure system reliability.
How It Works
The system downloads market data in 1-minute and 5-minute intervals, scanning for pump and dump patterns. It uses a combination of historical data and real-time analysis to identify potential market manipulation.
Alerts are sent to users via a Telegram bot, and a manual review interface allows for human classification of detected events, which helps refine the detection algorithms over time.