Pinned

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 4

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 4 2

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

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

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

   Python 2