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autoscaler

Autoscaling components for Kubernetes

data-structures-algorithms

Implementation of common algorihms and data structures in Python

flyte

Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

flyte-playground

Learning Flyte

flyteadmin

Control Plane for Flyte. Flyteadmin is a gRPC + REST Service written in golang and uses a RDBMs to store meta information and management information for Flyte Tasks and Workflows.

flyteidl

Specification of the IR for Flyte workflows and tasks. Also Interfaces for all backend services. https://docs.flyte.org/projects/flyteidl/en/stable/

fmsn45

Time Series Analysis

frtn50

Opimization for Learning LTH

graphsearch-visualizer

ilppp

An Introduction to Language Processing with Perl and Prolog

introduction-to-rl

Implementing classic solutions to the Bellman equations (Dynamic programming, Monte Carlo, TD, SARSA, Q-learning etc)

leetcode

Solutions to LeetCode questions using Python

lm_filter_bank_python

Python code for generating Leung-Malik (LM) filter bank that is typically used in texture analysis and classification.

machine-learning-julia

Implementation of SVM, neural network and various regression models in Julia

machine-learning-python

Implementation of various ML algorithms in Python such as naive bayes, gaussian naive bayes, decision tree, neural networks

optimization

pipelines

Machine Learning Pipelines for Kubeflow

restapi-blueprint

A blueprint for designing a containerized Flask web service that sits behind a Nginx reverse proxy and uWSGI web server.

sorting-visualizer

Sorting algorithm visualizer using JavaScript and React

terraform-aviatrix-mc-firenet

Aviatrix Terraform module for firenet deployment in multiple clouds, to be used in conjunction with mc-transit module.

terraform-aviatrix-mc-spoke

Aviatrix Terraform module for spoke deployment in multiple clouds

terraform-aviatrix-mc-transit-tgw-connection

This module builds an IPSEC VPN Connection between an unmanaged TGW and an Aviatrix transit gateway (in any cloud)).

workout-project