Popular GitHub Repositories for Aml Computes

ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) methods. The supported algorithms in this application are Neural Networks, Random Forests & Ensembl Models.

3D Passive Face Liveness Detection (Anti-Spoofing) & Deepfake detection. A single image is needed to compute liveness score. 99,67% accuracy on our dataset and perfect scores on multiple public datasets (NUAA, CASIA FASD, MSU...).

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-dimensional) data distributions. In this survey, we provide an exhaustive literature review of 74 articles published in major RS and ML journals and conferences. This review serves as a reference for the RS community, working on the security of RS or on generative models using GANs to improve their quality.

Template for getting started with automated ML Ops on Azure Machine Learning

Adversarial Machine Learning (AML) Capture the Flag (CTF)

A .NET library that provides fast, accurate and automatic differentiation (computes derivative / gradient) of mathematical functions.

Computes the MWER (minimum WER) Loss with CTC beam search. Knowledge distillation for CTC loss.

Utilize the deep learning library Keras to classify transactions as fraudulent(1) or non-fraudulent(0).

GitHub Action that allows you to deploy machine learning models in Azure Machine Learning.

MIDI2vec computes embeddings for representing MIDI data in vector space

GitHub Action that allows you to attach, create and scale Azure Machine Learning compute resources.

GitHub Action that allows you to register models to your Azure Machine Learning Workspace.

Tensorflow implementation for the ECCV20 paper "Improving Adversarial Robustness by Enforcing Local and Global Compactness"

Smart contract for AFRX Security Token (ERC-3643) — a regulated digital asset representing tokenized equity in Afrail Inc., a U.S.-registered smart infrastructure company. Built on Ethereum (ERC-1400 base) and compliant with SEC Regulation D Rule 506(c) and Regulation S. Backed by 57.7M Class A and 20M Preferred shares. Fully KYC/AML-compliant.

A tool that crawls Nairobi Stock Exchange(NSE) Listed Companies' financial news then computes the polarity for that day(Positive, Negative or Neutral).

Azure Machine Learning - MLOps Python SDKv2

An item-based recommender model that computes cosine similarity for each item pairs using the item factors matrix generated by Spark MLlib’s ALS algorithm and recommends top 5 items based on the selected item.

[Usenix Security '25] Robustifying ML-powered Network Classifiers with PANTS

This project implements the Rapidly-exploring Random Tree (RRT) algorithm for pathfinding in autonomous driving. The algorithm efficiently computes a collision-free path from a given starting point to a specified goal point

A curated list of awesome AML attacks and defences frameworks and resources.