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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

automatic-api

A list of software that turns your database into a REST/GraphQL API

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

cd4ml-workshop

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

cleanarchitecture

A starting point for Clean Architecture with ASP.NET Core

cloudmapper

CloudMapper helps you analyze your Amazon Web Services (AWS) environments.

codefromvideo

Source code from the youtube video

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

ds-optimus

How to do data science with Optimus, Spark and Python.

finrl

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥

generator

Use your AsyncAPI definition to generate literally anything. Markdown documentation, Node.js code, HTML documentation, anything!

great_expectations

Always know what to expect from your data.

hello-world

homework_fall2019

istio

Connect, secure, control, and observe services.

lean

Lean Algorithmic Trading Engine by QuantConnect (C#, Python)

material-dashboard

Material Dashboard - Open Source Bootstrap 5 Material Design Admin

nbdev_template

nextjs-material-dashboard

NextJS version of Material Dashboard React

nioh

nuclio

High-Performance Serverless event and data processing platform

openmlops

pipelines

Machine Learning Pipelines for Kubeflow

practical_rl

A course in reinforcement learning in the wild

production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

quantcon2018

reference-architecture

The Reference Architecture for Agility is a technology-neutral logical architecture based on a disaggregated cloud-based model.