Hugging Face - SmolAgents: huggingface.co/blog/smolage...
Anthropic - Building effective agents: www.anthropic.com/research/bui...
Hugging Face - SmolAgents: huggingface.co/blog/smolage...
Anthropic - Building effective agents: www.anthropic.com/research/bui...
LightGBM + Time Series Foundation Model (TFM)
🔹 4th Place:
Temporal Fusion Transformer (TFT) from Neural Forecast
🔹 3rd:
🚀 LightGBM with recursive & direct forecasting
🔹 2nd:
🌠 LightGBM + Seasonal Theta
🔹 1st:
🧮 Anchored Multiplicative Seasonal Index + Seasonal ARIMA + LightGBM
LightGBM + Time Series Foundation Model (TFM)
🔹 4th Place:
Temporal Fusion Transformer (TFT) from Neural Forecast
🔹 3rd:
🚀 LightGBM with recursive & direct forecasting
🔹 2nd:
🌠 LightGBM + Seasonal Theta
🔹 1st:
🧮 Anchored Multiplicative Seasonal Index + Seasonal ARIMA + LightGBM