Marco Garrido's starred repositories
remoto-desde-chile
Guías y recursos para trabajadores remotes desde Chile -- a.k.a el FAQ de #remoto
recurrence-plot
SImple Python implemention of recurrence plot for a time series.
Signature-triplet-loss
A one shot learning solution using a VGG19 pretrained network. A triplet loss function is used for training the last few layers. The VGG19 networks basically acts as a feature extractor and gives us numpy array of 512 numbers.
Few-shot-classification----Siamese-Networks-Triplet-Loss
Try to train a Triplet-Siamese-Netwrok with the constrained Triplet Loss for few shot image classification.
TensorFlow-Matching_Networks_for_One_Shot_Learning
Matching Networks for One Shot Learning
one-shot-steel-surfaces
One-Shot Recognition of Manufacturing Defects in Steel Surfaces
few-shot-learning
Curated List of Few shot and One shot Learning Papers and resources
You-Only-Speak-Once
Deep Learning - one shot learning for speaker recognition using Filter Banks
Data-Pipelines-with-Airflow
This project helps me to understand the core concepts of Apache Airflow. I have created custom operators to perform tasks such as staging the data, filling the data warehouse, and running checks on the data quality as the final step. Automate the ETL pipeline and creation of data warehouse using Apache Airflow. Skills include: Using Airflow to automate ETL pipelines using Airflow, Python, Amazon Redshift. Writing custom operators to perform tasks such as staging data, filling the data warehouse, and validation through data quality checks. Transforming data from various sources into a star schema optimized for the analytics team’s use cases. Technologies used: Apache Airflow, S3, Amazon Redshift, Python.
Siamese-LSTM
Siamese Recurrent Neural network with LSTM for evaluating semantic similarity between sentences.
Time-Series-Classifier
Anomaly Classification in Time Series Data
Efficient-Cross-Validation-of-Echo-State-Networks
Code for "Efficient Implementations of Echo State Network Cross-Validation"
SupernovaeClassification
CNN adapted to time series for the Supernovae classification
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
PyTorch-Time-Series-Classification-Benchmarks
Time Series Classification Benchmark with LSTM, VGG, ResNet
Hands-On-One-shot-Learning-with-Python
Hands-On One-shot Learning with Python, published by Packt
javascript
JavaScript Style Guide
mvc-react-app
This is base project react MVC Philosophy, with several futures and very scalable structure.
django-gitlab-boilerplate
Django Project with Gitlab CI
Git-Commands
A list of commonly used Git commands