Machine Learning Toolkit for Kubernetes

This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.

TensorFlow for macOS 11.0 accelerated using Apple's ML Compute framework.

Course Notes

Parallel analytical database in pure Julia

Set up a personal VPN in the cloud

The world’s fastest framework for building websites.

Unscented kalman filter (UKF) library in python that supports multiple measurement updates

State estimation, smoothing and parameter estimation using Kalman and particle filters.

jupyter notebook explaining basic operations with juliaDB and a use case involving in memory and out of core processing on a large group of files.

Settings for various tools I use.

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

NASA/JPL sponsored project to create an AI planning system to allow autonomous task scheduling by spacecrafts.

Utility scripts in Python

A tool for visualizing the structure and performance of Random Forests 🌳

42 Strava Rides Poster App

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

This repository is no longer maintained.

Automated Machine Learning with scikit-learn

Fast, flexible and easy to use probabilistic modelling in Python.

Code for my paper "Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression"

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

⚡ A Fast, Extensible Progress Bar for Python and CLI

A PyTorch implementation of DenseNet, supporting multiclass and multilabel classification.

pytorch Convolutional Networks for Sentence Classification - http://www.aclweb.org/anthology/D14-1181

Convolutional Neural Network for Text Classification in Tensorflow

Resources for deploying JupyterHub to a Kubernetes Cluster

Setup and customize deep learning environment in seconds.

Shell Script for configuring and launching a Jupyter server on an AWS instance