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1. LSTM-caiso-load-forecast LSTM-caiso-load-forecast Public

   Deep Learning CAISO electric Demand forecast using Long Short-Term Memory (LSTM) network

   Python

2. CNN-price-forecast CNN-price-forecast Public

   Convolution Neural Network (CNN) Locational Marginal Price (LMP) forecast of California electricity prices.

   Python

3. langchain-RAG langchain-RAG Public

   A RAG implementation on LangChain using Chroma vector db as storage. Take some pdfs, store them in the db, use LLM to inference, enjoy.

   Python 5

4. streamlit-ollama-llm streamlit-ollama-llm Public

   A Streamlit user interface for local LLM implementation on Ollama. With just three python apps you can have a localized LLM to chat with. I'm running Ollama Windows (just updated) and DuckDuckGo br…

   Python 15 8

5. battery-storage-optimization-energy-ancillary battery-storage-optimization-energy-ancillary Public

   A co-optimization model between Energy and Ancillary Service (AS) products. We pull Energy and AS prices using the Gridstatus API using Pyomo for model setup and GLPK for solver.

   Python 1

6. ML-nodal-price-forecast ML-nodal-price-forecast Public

   Machine Learning Locational Marginal Price (LMP) forecast of California electricity prices.

   Python 3