TempoForge

Production-grade time series modeling core (TFT/Informer/TS-Transformer)

Product category: Time series modeling / Training framework

Applicable platforms: PyTorch, Lightning, DeepSpeed

Technical affiliation: Forecasting

Programming language affiliation: Python

Tags: #TimeSeriesModeling #Forecasting Product 

Type: Time series modeling / Training framework

TempoForge encapsulates mainstream time series models and data pipelines, providing unified data loading, feature alignment, probabilistic prediction (quantile/CRPS) and uncertainty estimation, cross-domain migration/continuous learning, and AutoTS tuning and backtesting. For multimodal inputs, it supports multi-head fusion of numerical/discrete/vectors; for decision-prediction integrated scenarios, it can directly feed prediction distributions into policy layers. Engineering supports mixed precision/gradient accumulation/multi-machine multi-card, and can export ONNX/TensorRT for quick access to online inference. TempoForge lets "strong baselines" no longer be individual skills, but standard product capabilities.

Delivery method: Instant digital download after purchase
License: Single-user commercial license
Usage limit: One-time use
Support: Technical documentation provided in the delivery file; no human technical support included