evanfwelch Goto Github PK

battenberg

Providing updates to cookiecutter projects.

boston_housing

Project 1 for the Udacity MLE NanoDegree

carnd-term1-starter-kit

carnd-traffic-sign-classifier-project

Classify Traffic Signs.

dask

Parallel computing with task scheduling

dask-ml

Distributed and parallel machine learning

dask-xgboost

distributed

Distributed computation in Python

evanfwelch.github.io

Blog

face-recognition

Face Recognition Model trained with Siamese Network and Triplet Loss function in TensorFlow

giraffez

User-friendly Teradata client for Python

h2o-3

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...)

hydrograph

A visual ETL development and debugging tool for big data

luigi

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.

marshmallow_dataclass

Automatic generation of marshmallow schemas from dataclasses.

mygi

double checking local CLI

networkx

Official NetworkX source code repository.

pico

Pico is a stupidly simple, blazing fast, flat file CMS.

portotaxi

some visualization of the Porto Taxi data

production-feature-engineering

A demo supporting a talk on "real world" feature engineering

pythonflow

:snake: Dataflow programming for python.

recommenders

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

rsms.github.com

My blog

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

self-driving-car-simulator

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

titanic-exploration

Manually achieving an 80% accuracy on prediction Titanic survivals (for Udacity MLE Nanodegree)

tutorial

github-desktop

udacitydeeplearning

Going through the notebooks in the udacity deep learning course

whylogs

Profile and monitor your ML data pipeline end-to-end