KBMustapha's repositories
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Data-driven-Mechanics
Contains code and analysis related to projects centering on data-driven analysis.
free-programming-books
:books: Freely available programming books
LLM-GenAI-Articles-Blogs-References
Goal: Basic compilation of resources for generative AI and large language models
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
collapse
Advanced and Fast Data Transformation in R
courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
Deep-Learning-Projects
This repo contains codes related to projects centering around DNN
Exploring-Finite-Element-Simulations-with-SOLIDWORKS
This repository contains files for the chapters of the book (Exploring Finite Element Simulations with SOLIDWORKS).)
gigala
Artificial intelligence aided engineering design.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Introduction_to_DNN
This repo contains some very basic concepts relating to DNN
Keras_LSTM_Diagram
Understanding Keras Recurrent Nets' structure and data flow (mainly LSTM) in a single diagram.
LLM-and-GenAI-in-Engineering
A Collection of Papers on the Use of LLM and GenAI in Engineering
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
micropython
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
mlops-zoomcamp
Free MLOps course from DataTalks.Club
NN-SVG
Publication-ready NN-architecture schematics.
nn-zero-to-hero
Neural Networks: Zero to Hero
openai-cookbook
Examples and guides for using the OpenAI API
Practical-Finite-Element-Simulations-with-SOLIDWORKS-2022
Practical Finite Element Simulations with SOLIDWORKS 2022, published by Packt.
professional-programming
A collection of learning resources for curious software engineers
python-education
Reading list for ramping up with professional Python
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
vitae
R Markdown Résumés and CVs