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Name: Diego Calderon
Type: User
Bio: Data Scientist interested in AI/ML applications in Energy, NLP, AI.
Location: Los Angeles, CA
Name: Diego Calderon
Type: User
Bio: Data Scientist interested in AI/ML applications in Energy, NLP, AI.
Location: Los Angeles, CA
A script to pull Ancillary Service (AS) prices from the CAISO OASIS API. These are California electricity prices.
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.
An Energy Storage Optimization algorithm built in Python using pyomo pkg
Make URL calls to download historical CAISO supply and demand data.
A simple script to download years worth of Locational Marginal Price (LMP) data from CAISO's OASIS API in minutes.
Convolution Neural Network (CNN) Locational Marginal Price (LMP) forecast of California electricity prices.
A portfolio of recent DS projects I've worked on.
Electric Demand Forecast using Linear and Machine Learning models.
Diego Calderon's data science portfolio.
A RAG implementation on LangChain using Chroma vector db as storage. Take some pdfs, store them in the db, use LLM to inference, enjoy.
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.
Electric Load and Weather variable dataset for training ML model.
Deep Learning CAISO electric Demand forecast using Long Short-Term Memory (LSTM) network
A Deep Learning electricity price forecast using Long Short-Term Memory (LSTM) deep learning network.
Machine Learning CAISO electric demand forecast using https://github.com/romilan24/load-weather-dataset
Machine Learning Locational Marginal Price (LMP) forecast of California electricity prices.
A script to pull multiple params (temp, humidity, cloud cover, etc.) from the Open Meteo API by Lat / Lon
Utilize keras with pytorch framework.
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.
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
Weather data scraper to be used as input for electric Load forecast.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.