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ancillary-service-caiso-oasis-api

A script to pull Ancillary Service (AS) prices from the CAISO OASIS API. These are California electricity prices.

battery-storage-optimization-energy-ancillary

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.

battery-storage-optimization-strategy

An Energy Storage Optimization algorithm built in Python using pyomo pkg

caiso-data-downloader

Make URL calls to download historical CAISO supply and demand data.

caiso-oasis-lmp-downloader

A simple script to download years worth of Locational Marginal Price (LMP) data from CAISO's OASIS API in minutes.

cnn-caiso-load-forecast

cnn-price-forecast

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

data_science_portfolio

A portfolio of recent DS projects I've worked on.

demand_forecast

Electric Demand Forecast using Linear and Machine Learning models.

diegocalderon.github.io

Diego Calderon's data science portfolio.

langchain-rag

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

llama-index-rag

A RAG implementation on Llama Index using Qdrant vector stores as storage. Take some pdfs, store them in the db, use LLM to inference, enjoy.

load-weather-dataset

Electric Load and Weather variable dataset for training ML model.

lstm-caiso-load-forecast

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

lstm-nodal-price-forecast

A Deep Learning electricity price forecast using Long Short-Term Memory (LSTM) deep learning network.

ml-caiso-load-forecast

Machine Learning CAISO electric demand forecast using https://github.com/romilan24/load-weather-dataset

ml-nodal-price-forecast

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

multi-param-open-meteo

A script to pull multiple params (temp, humidity, cloud cover, etc.) from the Open Meteo API by Lat / Lon

pytorch-with-keras

Utilize keras with pytorch framework.

romilan24

streamlit-ollama-llm

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 browser and it's working great as a coding assistant.

text-generation-webui

A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

weather-data-scraper

Weather data scraper to be used as input for electric Load forecast.