HeberTU
I'm passionate about collaborating with business experts and engineering teams to build real-world machine learning systems.
Senior Data Scientist at GlovoBarcelona
Pinned Repositories
advance_python_functionalities
association_metrics
Python module for measure the degree of association between variables
curso-python-cac
Material del curso de programación en Python del Colegio de Actuarios de Cataluña
fraud-detection-system
This repository contains a robust Machine Learning-based Fraud Detection System designed to identify and flag potentially fraudulent transactions in near real-time.
genre-classification-MLOps
This repo contains an end-to-end mlflow pipeline for music genre classification.
Machine-Learning-DevOps
Software engineering fundamentals needed to successfully streamline the deployment of data and machine-learning models in a production-level environment.
ml-system-learning-resources
Curated list of resources about Machine Learning Systems
sentence-transformers
Sentence Embeddings with BERT & XLNet
Sparkify
Data Modeling with Postgres
word-2-vect-skipgram
This repository contains an Efficient implementation of Word Representations in Vector Space, as proposed by Mikolov et al.
HeberTU's Repositories
HeberTU/Generative-Adversarial-Networks
Pytorch implementation for Generative Adversarial Networks.
HeberTU/Character-Level-LSTM
A general framework to implement LSTM on text corpus to generate sequences of characters.
HeberTU/synthesis
Contains results and data from Augmented Transformer article
HeberTU/sentence-transformers
Sentence Embeddings with BERT & XLNet
HeberTU/python-highcharts
A simple translation layer between Python and Javascript for Highcharts projects (highcharts, highmaps, and highstocks).
HeberTU/retrosynthesis
Applying deep neural networks for retrosynthesis tasks
HeberTU/dlaicourse
Notebooks for learning deep learning
HeberTU/flask-jwt
JWT (JSON Web Tokens) for Flask applications
HeberTU/DeepSpeech
A TensorFlow implementation of Baidu's DeepSpeech architecture
HeberTU/docs
TensorFlow documentation
HeberTU/fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
HeberTU/online-chem
Generation of new putative Mdmx inhibitors from scratch based on Recurrent Neural Networks and molecular docking.
HeberTU/fb.resnet.torch
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
HeberTU/Mex_Vehicles
HeberTU/Practical_Machine_Learning
Course Project
HeberTU/prework
Mandatory Assessment
HeberTU/RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
HeberTU/Course-Project-2-Exploratory-Data-Analysis
HeberTU/Getting-and-Cleaning-Data-Course-Project
Getting and Cleaning Data Course Project by Heber Trujillo
HeberTU/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
HeberTU/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
HeberTU/datasciencecoursera
HeberTU/datasharing
The Leek group guide to data sharing
HeberTU/useR-machine-learning-tutorial
useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html