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Achievements

Achievement: Pull Sharkx3Achievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

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AlejandroAttento/README.md

Welcome to my GitHub

Here I have a collection of simple (or more complex) process developed. They are grouped depending on the handled task, by now all the projects are those which I created for courses, but in the future I will be adding more content. Please feel free to explore the different projects, and let me know if you have any questions or suggestions.

Currently, some of the projects are explained in Spanish, I will be translating them into English in the future.

For more information please feel free to contact me through my E-mail ([email protected]) or LinkedIn account. In LinkedIn you can find also more information about me.

Below you will find a brief summary of the different repositories you will find here

Simple Monte Carlo simulation

Google stock trend prediction

Bayesian AB Testing

Explainable AI using Pytorch and Captum

XGBoost model process using JAVA

How to build explainable Neural Networks

Using Pinecone Vector DB for Retrieval Augmented Generation (RAG)

Using Chroma Vector DB for Retrieval Augmented Generation (RAG)

LLM Parameter Efficient Fine Tuning (PEFT) with LoRA

Capybara Doctor (LLM powered chatbot with RAG integration)

Popular repositories Loading

  1. Capybara-Doctor Capybara-Doctor Public

    Python 2

  2. xgboost_java_model xgboost_java_model Public

    Java 1

  3. ab_testing_step_by_step ab_testing_step_by_step Public

    Jupyter Notebook 1

  4. Activation-function Activation-function Public

    Jupyter Notebook

  5. Simple-Monte-Carlo-simulation Simple-Monte-Carlo-simulation Public

    Jupyter Notebook

  6. Google-stock-trend-prediction Google-stock-trend-prediction Public

    Jupyter Notebook