Starred repositories
A hardware-aware guide to data structures for system software engineers.
A comprehensive 30-day structured learning journey from ML fundamentals to advanced deep learning architectures with hands-on Python implementations and clear explanations
Tutorial to start working with Multiple Instance Learning
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
MedDINOv3: How to adapt vision foundation models for medical image segmentation?
Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology reports for pretraining.
Integrating histology and spatial transcriptomics - NeurIPS 2024
MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemic TB whole-person research.The pipeline is based on nn-UNet …
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
This Repo consists the python note books of IITM - Mathematical Foundations for Generative AI Course,
A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on TinyML — the intersection of machine learning and ultra-low-…
Introduction to Machine Learning Systems
🔥Highlighting the top ML papers every week.
A lightweight, local-first, and 🆓 experiment tracking library from Hugging Face 🤗
This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to pra…
Python module for hyperspectral image processing
Combine the power of Data Science, Machine Learning, Deep Learning to create powerful AI for Real-World Applications
It is a custom programming language where keywords, variable names, and syntax are written in Bangla. Built with C++ (Flex, Bison, LLVM), this compiler translates Bangla code into executable machin…
An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the si…
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for re…
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation