{"repo":"kitsudaiki/ainari","free":true,"listed":false,"github":"https://github.com/kitsudaiki/ainari","clone":"git clone https://github.com/kitsudaiki/ainari.git","description":"Ainari contains an experimental artificial neural network, which can work on unnormalized input-data in a cloud native environment.","language":"Rust","stars":15,"topics":["ai","ai-as-a-service","neural-network","dashboard","energy-efficiency","multi-tenants","openapi-documentation","kubernetes-deployment","experimental","rust"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Ainari IMPORTANT: This project is still an experimental prototype and NOT ready for any productive usage. There is still a lot of evaluation and improvement necessary, but because this is only a spare time project beside a 40h/week job, I have only a very limited amount of time available to work on it. Intro Ainari contains in its core a custom experimental artificial neural network, which can work on unnormalized and unfiltered input-data, like sensor measurement data. The network growth over time by creating new nodes and connections between the nodes while learning new data. The original concept was created by myself, merged with classical deep-learning and the code was written from scratch without any frameworks. The goal behind Ainari is to create something unique, which works more like the human brain. It wasn't targeted to get a higher accuracy than classical artificial neural networks like Tensorflow, but to be more flexible and easier to use and more efficient in resource-consumption for big amounts of inputs and users. Additionally it also provides an as-a-Service architecture within a cloud native environment and multi-tenancy. Supported Environment Python-SDK Deployment ------------------------------------------- --------------------------------------------------- [![python-3 10][img python-3 10]][workflow] [![kubernetes-1 30][img kubernetes-1 30]][workflow] [![python-3 11][img python-3 11]][workflow] [![kubernetes-1 31][img kubernetes-1 31]][workflow] [![python-3","default_branch":null,"files":null,"tree":[],"storefront":"/r/kitsudaiki","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kitsudaiki/ainari/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}