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intelligent-systems-project
intelligent-systems-project PublicForked from renatocf/intelligent-systems-project
Final project for the course "Development of Intelligent Computer Systems" at IME-USP. Containerized ML serverless solution, structured in microservices with training pipeline and model validation,…
Jupyter Notebook 1
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ml-classification-on-high-dimensional-data
ml-classification-on-high-dimensional-data PublicPython implementation for classifying high-dimensional data using K-Nearest Neighbors. Features t-SNE visualization, cross-validation for model validation, and comprehensive result metrics. Easy ru…
Python 2
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pump-sensor-data-api
pump-sensor-data-api PublicFastAPI project for pump sensor data from a Kaggle dataset. Tailored for API development practice and sensor data management. Two main endpoints: data filtering based on criteria & structured data …
Python
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cmss-services-integrator
cmss-services-integrator PublicAn event-driven CMMS integration system, optimized for ERPs. Features data transformation, concurrent notifications, error handling, and efficient data management. Designed for scalability, high vo…
Python
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query-to-sql-llm-system
query-to-sql-llm-system PublicA system that implement text-to-SQL technique through Python, LangChain, and Streamlit. It allows users to input natural language questions and receive corresponding SQL queries and results.
Python
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forth-interpreter-in-python
forth-interpreter-in-python PublicThis project is a simple implementation of a subset of the Forth programming language in Python, motivated by the Exercism challenge on Forth. Forth is a stack-based, procedural, and extensible pro…
Python
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