astorfi

Deep-Learning-Roadmap

:satellite: Organized Resources for Deep Learning Researchers and Developers

lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

Large-Scale-AI-Blueprint

A comprehensive guide designed to empower readers with advanced strategies and practical insights for developing, optimizing, and deploying scalable AI models in real-world applications.

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

ML-workflow

audio-diffusion-tutorial

Exploring audio generation through diffusion models

blog-tutorials

incremental_training

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

mlops

Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production

tutorials

MONAI Tutorials

astorfi

astorfi.github.io

autogen_flights_tutorial

Tutorial for AutoGen with Amadeus flights API, Parallel Function Calls

breaching

Breaching privacy in federated learning scenarios for vision and text

celltypist

A tool for semi-automatic cell type classification

data-engineering-zoomcamp

Free Data Engineering course!

elektronn3

A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data

gitprofile

🚀 Create a dynamic portfolio by just providing your GitHub username.

KiU-Net-pytorch

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

MISSU

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

ml-model-watermarking

Protect your machine learning models easily and securely with watermarking 🔑

portfolio-notebooks

PyTorch-2D-3D-UNet-Tutorial

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.