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PacktPublishing / Time-Series-Analysis-with-Python-Cookbook-Second-Edition

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Time Series Analysis with Python Cookbook, Second Edition - Published by Packt

python machine-learning deep-learning interpolation outlier-detection darts statsmodels statistical-models lstm-neural-networks time-series-analysis anomaly-detection exponential-smoothing time-series-forecasting temporal-convolutional-network sktime statsforecast neuralforecast theta-model
  • Updated Feb 12, 2026
  • Jupyter Notebook

sundar139 / LMP-Probabilistic-Forecaster

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Probabilistic day-ahead LMP forecasting for 8–12 PJM zones using Temporal Fusion Transformer and a frozen semantic-embedding fusion branch. Produces P10/P50/P90 hourly forecasts, attention and variable-importance visualizations, and fusion-gate diagnostics.

python deep-learning pytorch time-series-forecasting dvc probabilistic-forecasting mlflow energy-forecasting fastapi electricity-price-forecasting pytorch-lightning streamlit temporal-fusion-transformer ollama neuralforecast semantic-embeddings llm-fusion
  • Updated May 28, 2026
  • Python

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