Jay

sci-pype. A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.

deploy-to-kubernetes. Deploy a distributed AI stack to a multi-host or single-host Kubernetes cluster on CentOS 7 and also works on AWS - and comes with: cert-manager + redis-cluster + rook-ceph for persistent storage + minio s3 object store + splunk + optional external dns server + affinity examples - validated with K8 version 1.13.4 :hammer: :wrench: :cloud:

train-ai-with-django-swagger-jwt. Train AI (Keras + Tensorflow) to defend apps with Django REST Framework + Celery + Swagger + JWT - deploys to Kubernetes and OpenShift Container Platform

owasp-jenkins. Want to test your applications using the latest OWASP security toolchains and the NIST National Vulnerability Database using Jenkins, Ansible and docker? :whale: :shield: :lock:

network-pipeline. Network traffic data pipeline for real-time predictions and building datasets for deep neural networks

docker-redis-haproxy-cluster. A Redis Replication Cluster accessible through HAProxy running across a Docker Composed-Swarm with Supervisor and Sentinel

docker-redis-cluster. Running a distributed 6-node Redis Cluster with Docker Swarm, Docker Compose, and Supervisor

metalnetes. Create and manage multiple Kubernetes clusters using KVM on a bare metal Fedora 29 server. Includes helm + rook-ceph + nginx ingress + the stock analysis engine (jupyter + redis cluster + minio + automated cron jobs for data collection) - works on Kubernetes version v1.16.0 - 1.16.3 was not working

celery-connectors. Want to handle 100,000 messages in 90 seconds? Celery and Kombu are that awesome - Multiple publisher-subscriber demos for processing json or pickled messages from Redis, RabbitMQ or AWS SQS. Includes Kombu message processors using native Producer and Consumer classes as well as ConsumerProducerMixin workers for relay publish-hook or caching

docker-django-nginx-slack-sphinx. Django + nginx using Docker Compose with Slack + uWSGI + Sphinx + Bootstrap + Bootswatch + AJAX :arrow_right: :whale: + :snake: = :boom:

antinex-core. Network exploit detection using highly accurate pre-trained deep neural networks with Celery + Keras + Tensorflow + Redis

restapi. A secure-by-default, async Rest API with hyper, tokio, bb8, kafka-threadpool, postgres and prometheus for monitoring. Includes: a working user management and authentication backend written for postgres, async s3 uploading/downloading, async publishing to kafka with mTLS for encryption in transit

nerfball. Want to see how something like Internet Chemotherapy works without bricking your own vms? This is a jail to reduce the python runtime from doing bad things on the host when running untrusted code. Nerf what you do not need :space_invader: + :bug: :soccer: :football: :whale:

spylunking. Drill down into your python logs using JSON logs stored in Splunk - supports sending over TCP or the Splunk HEC REST API handlers (using threads or multiprocessing) - includes a pre-configured Splunk sandbox in a docker container

docker-redis-sentinel-replication-cluster. A Redis Replication Cluster running across a Docker Swarm using Compose, Supervisor, and Sentinel

kombu-and-pika-pub-sub-examples. Simple publisher and subscriber examples for Kombu and Pika with a RabbitMQ broker

antinex-datasets. Datasets for training deep neural networks to defend software applications

sec-rss-read-and-convert-to-json. Using Python, read the SEC RSS Feed and convert to JSON dictionary

convert-stock-ticker-into-cik-json. Quickly Convert Stock Tickers into the associated SEC CIK with Company Name and dump to JSON

antinex-client. AntiNex python client for training and using pre-trained deep neural networks with JWT authentication

docker-schema-prototyping-with-mysql. Prototyping a MySQL Schema with Docker and phpMyAdmin

ruby-luhn-checker-for-credit-card-validation. :credit_card: Process credit card transactions and maintain an account balance with the Luhn algorithm for fraud detection and credit card number validation. Written in Ruby and uses RSpec for testing.

redten-python. Python client and docker image for the red10 machine learning api

docker-nginx-sphinx-bootstrap. Host your own Technical Blog with Docker + nginx + Sphinx Bootstrap

rust-with-strimzi-kafka-and-tls. Rust messaging with a Strimzi Kafka cluster secured with self-signed tls assets for encryption in transit with mtls for client authentication

docker-sphinx-bootstrap. A containerized version of ryan-roemer's sphinx-bootstrap-theme repository so that on startup it will convert any rst files mounted from a host volume directory into themed, mobile-ready html.

slack-driven-development. Tired of crawling through logs looking for errors? This is a simple Slack bot that publishes exceptions + line number + environment name into a channel to help develop and find bugs faster

celery-loaders. Examples for Celery applications and task loading

list-of-python-api-wrappers. List of Python API Wrappers and Libraries

antinex-utils. Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow

ml-agents. Unity Machine Learning Agents Toolkit

network-pipeline-datasets. CSV datasets for ML/AI models from captured network traffic during ZAP scanning with web applications like Django, Flask, React, Vue and Spring - Anti-Nex training datasets

compose-postgrest. Postgres, PostgREST, and Swagger UI conveniently wrapped up with docker-compose

docker-rails-app. Rails App - Phase 2 - With Docker Integration for Demonstrating Travis CI

datanode. A python 2 container runtime for processing data science tasks and workloads (used by https://github.com/jay-johnson/sci-pype for distributed analysis)

python-that-runs-c-plus-plus. Bind C++ objects, methods and classes for use with Python 2.7, and it builds with cmake

donkeycar. Open source hardware and software platform to build a small scale self driving car.

kubernetes-operator. Kubernetes native Jenkins Operator

koperator. Oh no! Yet another Apache Kafka operator for Kubernetes

aws-xray-sdk-python. AWS X-Ray SDK for the Python programming language

zookeeper-operator. Kubernetes Operator for Zookeeper

external-storage. External storage plugins, provisioners, and helper libraries

pyEX. Complete Python interface to IEX HTTP and WS APIs (https://iextrading.com/developer/docs/)

rust-kafka-threadpool. An async rust threadpool for publishing messages to kafka using SSL (mTLS) or PLAINTEXT protocols.

polars. Fast multi-threaded DataFrame library in Rust and Python

ceph-ansible. Ansible playbooks to deploy Ceph, the distributed filesystem.

simdjson. Parsing gigabytes of JSON per second

rg3d. 3D and 2D game engine written in Rust

ceph-deploy. Deploy Ceph with minimal infrastructure, using just SSH access

iexcloud. Go library for accessing the IEX Cloud API

videoflow. Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.

docker-nginx. A configurable docker nginx container running on CentOS 7

soundcloud-page-downloader. Download a SoundCloud user's music. All of it.

zipline. Zipline, a Pythonic Algorithmic Trading Library