ThomasVrancken / info9023-mlopsLinks
Repo centralising material for the ULiege course INFO9023 "Machine Learning Systems Design (MLOps)".
☆160Updated 4 months ago
Alternatives and similar repositories for info9023-mlops
Users that are interested in info9023-mlops are comparing it to the libraries listed below
Sorting:
- Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024☆248Updated last year
- Just some stuff for Interview questions, books, annotated paper, notes, cheat sheets etc etc related to ML,AI, Deep Learning and Data Sc…☆119Updated 3 months ago
- Software design principles for machine learning applications☆374Updated 3 months ago
- Highly commented implementations of Transformers in PyTorch☆139Updated 2 years ago
- Educational materials on deep learning by Weights & Biases☆644Updated 11 months ago
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆196Updated last year
- This repo contains my solutions to “Introduction to Machine Learning Interviews” by Chip Huyen.☆177Updated last year
- List of resources, libraries and more for developers who would like to build with open-source machine learning off-the-shelf☆198Updated last year
- Representation Learning MSc course Summer Semester 2023☆85Updated 2 years ago
- Deep Learning Fundamentals -- Code material and exercises☆397Updated last year
- A curated list of papers that released datasets along with their work☆126Updated last year
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆140Updated 10 months ago
- Software Architecture for ML engineers☆416Updated 3 years ago
- Deep Learning for Computer Vision☆60Updated last year
- Machine Learning for Imbalanced Data, published by Packt☆277Updated last month
- Infographic about the inner computations of a transformer model, training and inference☆86Updated last year
- Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-…☆484Updated last year
- Supplementary Materials for the Deep Learning Book by Ian Goodfellow et al☆53Updated 2 years ago
- A curated list of awesome fastai projects/blog posts/tutorials/etc.☆173Updated 3 years ago
- A template to kick-start your Python project ✨🚀☆53Updated 4 months ago
- zero-to-lightning☆31Updated last year
- Kaggle Pipeline for tabular data competitions☆205Updated last year
- Host repository for the "Reproducible Deep Learning" PhD course☆407Updated 3 years ago
- Source notebook code for the course, stripped of all information. Please consider puchasing the course at https://store.walkwithfastai.co…☆36Updated last year
- Materials for workshops on the Hugging Face ecosystem☆150Updated 2 years ago
- ☆203Updated last month
- Learn how to create reliable ML systems by testing code, data and models.☆89Updated 3 years ago
- Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Nu…☆50Updated 10 months ago
- All about the fundamental blocks of TF and JAX!☆276Updated 4 years ago
- Interview Questions and Answers for Machine Learning Engineer role☆116Updated 6 months ago