RubensZimbres/Repo-2019

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RubensZimbres/Repo-2019

RubensZimbres

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BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

2019 Python Codes

Google Research BERT: Bidirectional Encoder Representations from Transformers - Positional Encodings

OpenAI GPT-2

Graph Neural Networks in Tensorflow

Pull Request to Microsoft's PySpark Predictive Maintenance model

Time Series Forecasting with Tensorflow Probability

Mind Controlled Apparatus

Infrared Raspberry Pi3

Knowledge Graphs

Isolation Forest for outlier/anomaly detection

Mathematics

Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Repo-2018

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Jupyter Notebook

Repo-2016

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Repo-2021

Transformers, Graph Neural Networks, PySpark, Neural Cellular Automata, FB Prophet, Google Cloud, NLP codes, Ethical Hacking and C Language

Jupyter Notebook

Gemini-RAG

Chatbot that uses Gemini-1.0-Pro to answer questions, with memory by using LangChain. Also, it's enriched by RAG and deployed in Dialogflow

GAN-Project-2018

GAN in Tensorflow to be run via Linux command line

Repo-2022

Python codes on PyTorch, Tensorflow, Keras, Wav2Vec2 Fine-Tuning and Google Cloud

Jupyter Notebook

Repo-2020

Machine Learning, Google Cloud and Quantitative Algorithms for Stocks Trading

Jupyter Notebook

CyberBotLLM

4 chatbots with memory made with Langchain, VertexAI and Gemini, as a cyber challenge to capture and expose RAG content.

Hacking_Utilities

Ethical Hacking: Utilities for passwords augumentation and generation of passwords for people of interest

Graph_RAG

A Flask app running GraphRAG for healthcare, made with Vertex AI and Neo4j, to be deployed in a container (Cloud Run or ECS).

wav2vec2

TestePush

Project-01-2018

Personal Project: Keras Model with Learning Rate Scheduler via shell command in Linux

Pull_Request_Azure_Pred

Pull Request Azure Predictive Maintenance

Jupyter Notebook

GDE-Sprints

A repository of code developed in Google Developer Experts sprints

Jupyter Notebook

OWASP-Survey

Data preparation for the 2024 OWASP Top 10 for LLMs Survey

Jupyter Notebook

fitbit-public

Generative AI Application (chatbot) using Cloud Run, Dialogflow and Vertex AI