darts
PulseAugur coverage of darts — every cluster mentioning darts across labs, papers, and developer communities, ranked by signal.
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Darts library unifies foundation models for zero-shot time series forecasting
A new collection of foundation models for time series forecasting has been developed within the Darts Python library. This initiative aims to unify the interfaces of various pre-trained models, including Chronos-2, Time…
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Planetary rover ERNEST uses AI for all-terrain locomotion
Researchers have developed a novel control system for a planetary rover named ERNEST, which features an actively articulated suspension. This system utilizes a single neural network controller trained via reinforcement …
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Ukraine's FPV drones achieve 102km strike range
Ukrainian forces have developed FPV drones capable of striking targets up to 102 kilometers behind Russian lines, a significant advancement from their earlier capabilities. These drones, initially improvised by racing e…
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New SWAP-Score metric evaluates neural networks without training
Researchers have introduced SWAP-Score, a novel zero-shot metric designed to evaluate neural networks without requiring training. This method measures a network's expressivity using sample-wise activation patterns and d…
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DARTS method optimizes covariate acquisition for budget-constrained sequential experiments
Researchers have developed DARTS (Dynamic Adaptive Rerandomization via Thompson Sampling), a novel method for optimizing covariate acquisition in budget-constrained sequential experiments. This approach treats the proce…