Evan Welch's Projects
Providing updates to cookiecutter projects.
Project 1 for the Udacity MLE NanoDegree
Classify Traffic Signs.
Parallel computing with task scheduling
Distributed and parallel machine learning
Distributed computation in Python
Blog
Face Recognition Model trained with Siamese Network and Triplet Loss function in TensorFlow
User-friendly Teradata client for Python
Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles...)
A visual ETL development and debugging tool for big data
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
Automatic generation of marshmallow schemas from dataclasses.
double checking local CLI
Official NetworkX source code repository.
Pico is a stupidly simple, blazing fast, flat file CMS.
some visualization of the Porto Taxi data
A demo supporting a talk on "real world" feature engineering
:snake: Dataflow programming for python.
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
My blog
A library for training and deploying machine learning models on Amazon SageMaker
This repo contains a neural network that generates steering angles from images for a particular driving simulator in Term 1 of the Udacity Self Driving Car ND
Manually achieving an 80% accuracy on prediction Titanic survivals (for Udacity MLE Nanodegree)
github-desktop
Going through the notebooks in the udacity deep learning course
Profile and monitor your ML data pipeline end-to-end