Habib Mrad's Projects
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, and TransUNET with optional ImageNet-trained backbones.
A keystroke dynamics algorithm in python. Program recognizes a person by the way s/he types.
Kickstarter Crowdfunding Analysis
KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.
The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge
This project is a collection of lab works that demonstrate how to use large language models (LLMs) for various generative AI tasks, such as text summarization, PEFT, RL, RLHF.
Label Studio is a multi-type data labeling and annotation tool with standardized output format
š¦š Build context-aware reasoning applications
Start building practical applications that allow you to interact with data using LangChain and LLMs.
In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.
A Deep learning based latent representation of the epigenome
Deep learning program for left atrial and scar segmentation in GE-MRI images.
Learning Deep Learning
List of resources for learning bioinformatics, from beginner to advanced
AI Summer's complete catalog of articles
Learn Cloud Applied Generative AI Engineering (GenEng) using OpenAI, Gemini, Streamlit, Containers, Serverless, Neon, LangChain, Pinecone, and Next.js
This is the curriculum for "Learn Natural Language Processing" by Siraj Raval on Youtube
Learning Tensorflow Step by Step:: Concepts, Examples & Applications
Source Code for 'Learn TensorFlow 2.0' by Pramod Singh and Avinash Manure
Scripts for videos on Kaggle Learn
Becoming 1% better at data science everyday
Learning-Generative-Adversarial-Networks, published by Packt
Learning OpenCV 4 Computer Vision with Python 3 ā Third Edition, published by Packt
Learning to Learn in TensorFlow
Tools and tests used in Kaggle Learn exercises
This is the curriculum for "Learn Computer Vision" by Siraj Raval on Youtube
This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube
This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
Road traffic data for Lebanon collected between 2014 and 2019.