PatchTST vs LSTM: A Hands-On Benchmark for Crypto Forecasting
We benchmark PatchTST against our production LSTM on BTCUSDT, sharing setup details, early results, and the artifacts you can inspect yourself.
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From LSTM to PatchTST: Rethinking Time-Series Forecasting for Crypto
Explore how PatchTST is reshaping time-series forecasting in crypto markets. This article explains Transformers, self-attention, and why PatchTST stands out compared to traditional LSTMs.
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How to Build Multi-Agent Systems with AG2: A Simple Guide for Automation
Learn how to build multi-agent systems using AG2 (AutoGen) for real-world automation. This guide walks through creating an AI-driven trade reporting pipeline with Python, assistant agents, and real-time data handling.
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From Blocks to Bots: A Real-World Journey Through Blockchain, DeFi, and AI Trading
A beginner-friendly guide to blockchain, DeFi, and AI-powered trading. Learn how smart contracts, DEXs, yield farming, staking, oracles, and automated bots are shaping the future of finance.
Read moreDive into Cognitrade 🚀
We’re all about fusing cutting-edge machine learning with real-world crypto trading. From training your first predictive model and building robust backtests, to automating live trading bots—Cognitrade is your hands-on playground.
Pull up a terminal, fire up your favorite IDE, and join us as we explore feature engineering, strategy optimization, and production-ready pipelines. Ready to level up your algorithms and ride the next market wave? 🌊🔍