Gabriela (gabrielahrlr)

gabrielahrlr

Geek Repo

Company:Université Lumière Lyon 2

Location:Nantes

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Gabriela's repositories

BindingAffinity-Prediction

Prediction of the Protein-Ligand Binding Affinity using various Machine Learning & Statistics Techniques. The implemented models are based on parametric and nonparametric intelligible approaches and stacking procedures. Fully developed in R.

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News-Network-Analysis

Network Analysis of news and articles mainstreamed from principal journals. Developed in Python.

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PageRank

This script creates an Airport and Routes Network, to later compute the Page Rank Algorithm and find the most connected airports with their correspondent rank. Developed in Python using Pandas

SoftwarePackageOntology

Script to create an ontology describing the main properties of the software packages, in order to allow their properly classification based on their features. In such a way, that instances or individuals can be added and classified automatically to permit the user to retrieve important information for maintenance tasks.

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syntactic_parser

Syntactic parser for reading a literary text in natural language. After reading a text, it returns a list with the sentences it contains. The difficulty comes from the segmentation of the text because not all dots always end a sentence, they can also be used in titles (like Dr.) or acronyms. This Parser is programmed in Prolog.

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cluster_median

Cluster Median Classification problem - implemented using both integer programming (in AMPL) and an heuristic solution using Spanning Trees in Python.

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DBNormalizer

Design Support Desktop Tool to enhance a Relational Database according to the normalization theory. The present Database Normalizer tool provides guidelines to reach the three normal forms and if possible the Boyce-Code normal form in a database, always ensuring lossless-join decomposition. This tool also provides candidate keys, attribute closure, and DDL statements to create the new relations in Postgresql 9.3.

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generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

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langchain

⚡ Building applications with LLMs through composability ⚡

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Microcontroller-MSP430

This folder contain 10 lab works code in both Assembly and C, for the MSP430 microcontroller.

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mod5-solution

Assignment Solution for the Module 4 - HTML, CSS & JS course

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module3-solution

Assignment Solution for the Module 3 - HTML, CSS & JS course

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module4-solution

Assignment Solution for the Module 4 - HTML, CSS & JS course

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personal-website

My personal website

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vertex-pipelines-workshop

Workshop using Vertex Pipelines

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VisaPremier-Classification

From a dataset with the customer's behavior of a bank, four different Classification Models are implemented, to predict the probability for a new customer to buy a Visa Premier Card. Three of models use only continuous variables and one uses heterogenous data (Continuous and Categorial variables). Implemented in R.

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Web-dev-Coursera

Assignment Solutions for the Coursera course: HTML, CSS, and JavaScript for web-developers.

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