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This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
Code for Self Organizing Map assissted Deep Autoencoding gaussian Mixture Model for intrusion detection
Unsupervised anomaly detection for auditing datasets and impact of categorical encodings
A collection of learning resources for curious software engineers
Examples for Kubeflow Pipelines on Linode Kubernetes Engine
This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023
Master programming by recreating your favorite technologies from scratch.
Compression algorithms (like the well-known zip file compression) can be used for machine learning purposes, specifically for classifying hand-written digits (MNIST)
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
Simple example of FastAPI + gRPC AsyncIO + Triton
Free MLOps course from DataTalks.Club
A modification of DefenseGAN, combining with BDPA attack and relaxed A3T defense
A Tensorflow implementation of the paper https://arxiv.org/pdf/1803.07710.pdf