Wayne Madhlangobe's Projects
Orchestration of data science models in Apache Airflow, scale-up with Celery Executor and deploying in multiple Docker containers
A series of DAGs/Workflows to help maintain the operation of Airflow
APMonitor Optimization Suite in Python
APOPT Solver
Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science
This is the source code which runs the Microsoft AzureBot.
Bikeshare Tutorial
The Microsoft Bot Builder SDK is one of three main components of the Microsoft Bot Framework. The Microsoft Bot Framework provides just what you need to build and connect intelligent bots that interact naturally wherever your users are talking, from text/SMS to Skype, Slack, Office 365 mail and other popular services.
Welcome to the BotBuilder samples repository. Here you will find task-focused samples in C# and Node.js to help you get started with the Bot Builder SDK!
Microsoft Bot Framework helpers and additional dialogs
Project on financial forecasting using ML. Made by Anson Wong, Juan Garcia & Gudbrand Tandberg
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Repository of helm charts for deploying DataHub on a Kubernetes cluster
The Docker Bench for Security is a script that checks for dozens of common best-practices around deploying Docker containers in production.
Dockerfile for image built off Ubuntu 20.04 containing Python 3.10 (3.6, 3.7, 3.8, 3.9) built from source
Apache Spark docker image
Tutorial for setting up a Spark cluster running inside of Docker containers located on different machines
Ready-to-run Docker images containing Jupyter applications
Python Stream Processing
A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. Please star. 🔥
Run a GRPC service in GKE and expose it through the GCP Global LoadBalancer
A python client library for the different APIs offered by Interactive Broker including the Trader Workstation API, Client Portal Web API, and Client Portal Streaming Web API.
Iris-Tutorial
Kubernetes Operator to automatically delete completed Jobs and their Pods
Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
Building and Embedding Machine Learning Model into a Web App(With Flask,Streamlit,etc)
Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.