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Python

PatchTST, Quantiles and Probabilistic Forecasts on Minute Candles

Minute candles split into patches, a transformer and a quantile forecast fan.
23-10-2026 Data Engineering ML, Python

Our research team trains patch transformers on closed one-minute candles and reports quantiles, coverage and CRPS instead of one predicted price. more

Observer Pattern with Scrapy

Scrapy Observer flow from spider to stats, alerts, export and a queue.
18-08-2026 Project documentation Scrapy, Python

Use Scrapy signals as an Observer pattern, with working examples and a rule for when pipelines or durable messaging fit better. more

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