Miguel Samaca (miguel104829)

miguel104829

Geek Repo

Company:SupporTech X

Home Page:www.supporttechx.com

Twitter:@miguel_samaca

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Miguel Samaca's starred repositories

pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

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java-developer-roadmap

Roadmap to becoming a Java developer in 2024

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public-api-lists

A collective list of free APIs for use in software and web development 🚀

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2024-java3-desafio

Proyecto final del tercer curso de Java de Alura Latam

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screen-match-3

Proyecto referente a el curso Java: Trabajando con listas y colecciones de datos

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traffic-prediction

traffic-prediction using LSTM and GCN by pytorch

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JavaSE-Functional-platzi

Codigo de ejemplos para el curso sobre programacion funcional de Platzi

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TrafficFlowPrediction

Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).

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TransportationNetworks

Transportation Networks for Research

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GeoScientist

Geotechnics, Geology + Python

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Algorithm

This repository contains the algorithms for conducting various analyses related to geotechnical engineering.

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ce394m

Advanced Analysis in Geotechnical Engineering

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awesome-geotechnics

:building_construction: Awesome list of Geotechnical Resources

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ltpp

Analysis of the New Zealand Long Term Pavement Performance data

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Machine-Learning-Model-Approach-on-Predicting-IRI

DEVELOPMENT OF A PAVEMENT CONDITION PREDICTION MODEL USING MACHINE LEARNING

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Rigid-Pavement-Failure-Assessment

ResNet neural network hyperparameter tuning for Rigid Pavement Failure Assessment

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ADLiPE

This is the source for the master and doctor course "Applications of deep learning in Pavement Engineering"

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IMPACT_lab_research

Research in materials science and computational pavement engineering

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thesis

Grade Dissertation: Application of regression models for the prediction of Roughness of pavements. Regression models based on Support Vector Machine Regression and Random Forest Regression, developed in Python 3 using scikit-learn tool.

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Traffic-Survey-with-Computer-Vision

Analyzing the viabiability of the use of computer vision in traffic survey for the sizing of asphaltic pavements.

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AI-developer-internship

Predicting road safety through pavement auscultation

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flexible-pavement-design

Flexible pavement design using AASHTO method

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Pedestrian-Detector-Using-OpenCV

This is a repository to detect pedestrians on the pavements and roads using OpenCV

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FlexPave

FlexPave is a tool for computing strain and stress in flexible pavements.

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Predictive-Maintenance-for-Pavements

Develop a predictive maintenance model using machine learning algorithms to assess the condition of pavement infrastructure (e.g., roads, highways, bridges) based on data from pavement inspections, weather conditions, traffic patterns, and environmental factors.

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PavementPython

Pavement Analysis Tools Using Python

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iri

Python and Matlab codes to paper: F. Sroubek, M. Sorel, J. Zak: Precise International Roughness Index Calculation. Int. J. Pavement Res. Technol. (2021). https://doi.org/10.1007/s42947-021-00097-z

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Pavement-Prediction

A model powered by neural networks to predict the performance of pavement structure within 20 years

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