Ibraheem Al-Dhamari's repositories
Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Privacy-in-Statistics-and-Machine-Learning
Outlines: This is a practical tutorial based on Adam Smith Course. I will try to explain the math using examples and python code. This will help beginners to get better understanding! The original course includes video lectures and slides so I suggest you start there and then practice here. Each topic will have its own colab notebook. All notebooks will be available publicly in github. You can use the [github discussion] section to ask questions and hopfully getting answers. Notes: I will use photos and resources from these lectures and other resources, all source links will be available.
recursion-practical-tutorial
Recursion is one of the difficult topics for beginners in programming yet it is a very powerful tools that solves many challenging problems in a simple way. I will try to provides simple examples that can be traced easily. I will also refer to nice animations available in youtube as well. The goal is to add many examples to cover different situations. The python code will be simple and well commented so one can transfer it to other languages easily.
arxaas
ARXaaS is a "Anonymization as a Service" project built ontop of the ARX library
boilerplates
This is my personal template collection. Here you'll find templates, and configurations for various tools, and technologies.
CapsPix2Pix
Code for Image Synthesis with a Convolutional Capsule Generative Adversarial Network
cv-templates
Free cool CV templates
docker-keycloak-traefik-workshop
Docker with Keycloak and Traefik Workshop
docker-jupyterhub
Multi user Jupyterhub with C++, Java, Python, Tensorflow, Julia, SQL, NodeJS, Bash and more!
EasyLM
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
ia-data-privacy-tutorials
Practical tutorials for data privacy
ia_servers
Settings for different servers
jupyterhub
Multi-user server for Jupyter notebooks
keycloak-containers
ARCHIVED Containers for the no longer supported WildFly distribution of Keycloak
poi
Mirror of Apache POI
practical-ml
Learn by experimenting on state-of-the-art machine learning models and algorithms with Jupyter Notebooks.
profs-list
List of all professors in specific field, Useful when searching for a supervisor, a collaboration . If someone is missing, please add them using pull request. This probably will be useful until LLMs such as chatGPT are improved.
sheetsage
Transcribe music into lead sheets!
sim_synth_data
Colab notebooks files for video by Aileen Nielsen https://www.youtube.com/watch?v=IWv6EZGa4zo
small_astrolabe
A small astrolabe suitable for laser cutting
voxelmorph
Unsupervised Learning for Image Registration