Projects in Awesome Lists by pgalko
A curated list of projects in awesome lists by pgalko .
https://github.com/pgalko/bambooai
A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.
ai ai-agents anthropic data-analysis data-science docker gemini groq llm mistral ollama openai-api pandas pinecone python vector-database vllm
Last synced: 15 May 2025
https://github.com/pgalko/BambooAI
A lightweight library that leverages Language Models (LLMs) to enable natural language interactions, allowing you to source and converse with data.
ai ai-agents data-analysis data-science gemini groq llm mistral ollama openai-api pandas pinecone python vector-database
Last synced: 23 Mar 2025
https://github.com/pgalko/next-number-prediction
This is an experiment evaluating the performance of GPT-3.5-Turbo compared to a simple persistence model in predicting the number that follows a sequence of numbers..
Last synced: 07 May 2025
https://github.com/pgalko/athlete_data_warehouse
A tool for bulk download, formatting and SQL DB storage of exercise, training, nutrition, wellness and health data from various trackers.
apache blood-glucose docker eeg excersize fit flask freestyle-libre garmin mechanize mind-monitor muse myfitnesspal nutrition pandas postgresql python3 sleep stress
Last synced: 18 Jun 2025
https://github.com/pgalko/query_fit_data_using_nl
This experimental project harnesses the OpenAI API to enable coaches and athletes to query data from FIT files stored in an SQL database using natural language, while also integrating relevant research papers for added context. The goal is to create a more accessible and user-friendly interface for analyzing and understanding training data.
Last synced: 07 May 2025
https://github.com/pgalko/aerobic_threshold_estimation_from_dfa_alpha1
A Python script that estimates aerobic threshold HR from activity HRV data. The script iterates through a list of activities and computes DFA Alpha 1 for each, then computes HR from alpha 1 (0.75) and plots the results. Takes a while to run.
Last synced: 11 Jun 2026
https://github.com/pgalko/next-number-prediction-2
This is an experiment evaluating the performance of GPT-3.5-Turbo in predicting whether the next number in a sequence will be higher, lower, or equal to the last number.
Last synced: 10 Jun 2025
https://github.com/pgalko/ml_running_efficiency_predict
Jupyter Notebook - Optimizing Running Performance and Efficiency with Neural Network Models
machine-learning oura-ring running running-efficiency strava
Last synced: 16 Apr 2026
https://github.com/pgalko/ml_rest_hr_prediction_transformer
Jupiter Notebook - Predicting Resting HR timeseries using transformer model
Last synced: 22 Feb 2025
https://github.com/pgalko/ml_next_day_rmssd_prediction
Jupyter Notebook - Evaluating a Use of Regression Machine Learning Models for Predicting Morning RMSSD
Last synced: 09 Oct 2025