A collection of learning resources for curious software engineers

Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.

Discover our Python package designed for algorithmic trading. It brings ICT's smart money concepts to Python, offering a range of indicators for your trading strategies.

Concept Bottleneck Models, ICML 2020

Modern port of Melanie Mitchell's and Douglas Hofstadter's Copycat

Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022

Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023

PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)

Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper "Learning to Receive Help: Intervention-Aware Concept Embedding Models"

A complementary resource that helps python programmers to learn Haskell

Agorithms and data structures in Python 🐍

This project's aim is to provide a sample of my abilities in the form of a challange. The challange is to provide a solution to all exercises in the book Computational Physics by Mark Newman

Codebase for Neuro-Symbolic Continual Learning.

Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis"

A 11 week workshop for Data Structure concepts and Algorithms.

Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.

Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.

Software Testing Techniques course offered at Kansas State University in Spring'16 and Spring'17

This repository contains most of the Important codes I've learned so far and some Important concepts. I Contribute Solutions to problems every day.