Algorithms for monitoring and explaining machine learning models

moDel Agnostic Language for Exploration and eXplanation

Everything you need to know about Shadow DOM

A collection of common algorithms and data structures implemented in java, c++, and python.

Repository for the Explainable Deep One-Class Classification paper

Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)

The unofficial devRant API documentation

Robust Attribution Regularization

Many time, when an interview approaches, candidates start searching for different algorithms in different programming languages for practise. This project aims to build a website which will contain the codes along with the techniques and explanations so that it can be helpful for many

General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems

Triplot: Instance- and data-level explanations for the groups of correlated features.

Terms, Abbreviations, Mnemonics, etc used in Software Development/Engineering.

Master thesis work: explaining deep reinforcement learning policies

A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).

My standard but useful, .bashrc config file, added with useful hints and explanations, and some little custom modifications to get more profit of your shell

A provenance tree generator for recursive Datalog with negation (and Dedalus).

Things related to doing coding problems

EXPLORER - EXPLanation Oriented query Reverse EngineeRing

An assortment of contest problems, UIL competition packet problems and more with full solutions or explanations.

Solutions and explanations for competitive programming problems.

The code created for educational purposes

Proof of Concept of my Master's Thesis work on infusing the SOTA Isolation Forest Anomaly Detection learner with local explanatory power

This project is an implementation of a research line carried out by Martín E. Buron Brarda, Luciano H. Tamargo and Alejandro J. García, all of them members of the Institute for Computer Science and Engineering (ICIC, UNS-CONICET).

List of popular algorithmic recursion questions and solutions for practice dealing with recursive problem structure. With detailed and elaborate explanations.

Explaining singly linked list for every possible line

Leetcode, Algorithms, CTCI

Python/C++/Go solutions to some leetcode challenges