ThomasVrancken / info9023-mlopsLinks
Repo centralising material for the ULiege course INFO9023 "Machine Learning Systems Design (MLOps)".
☆152Updated 2 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:
- Highly commented implementations of Transformers in PyTorch☆136Updated 2 years ago
- Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024☆248Updated last year
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆195Updated 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…☆118Updated last month
- Software design principles for machine learning applications☆371Updated last month
- Educational materials on deep learning by Weights & Biases☆640Updated 8 months ago
- A curated list of papers that released datasets along with their work☆126Updated 11 months ago
- Software Architecture for ML engineers☆413Updated 3 years ago
- Representation Learning MSc course Summer Semester 2023☆82Updated 2 years ago
- List of resources, libraries and more for developers who would like to build with open-source machine learning off-the-shelf☆198Updated last year
- A template to kick-start your Python project ✨🚀☆52Updated 2 months ago
- Kaggle Pipeline for tabular data competitions☆206Updated last year
- Supplementary Materials for the Deep Learning Book by Ian Goodfellow et al☆53Updated 2 years ago
- ☆48Updated last year
- Deep Learning Fundamentals -- Code material and exercises☆400Updated last year
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- Full Stack Graph Machine Learning: Theory, Practice, Tools and Techniques☆77Updated 8 months ago
- Host repository for the "Reproducible Deep Learning" PhD course☆407Updated 3 years ago
- All about the fundamental blocks of TF and JAX!☆276Updated 3 years ago
- ☆150Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 3 years ago
- ☆201Updated 2 weeks ago
- Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs☆83Updated 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
- skops is a Python library helping you share your scikit-learn based models and put them in production☆499Updated this week
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆133Updated 8 months ago
- A curated list of awesome fastai projects/blog posts/tutorials/etc.☆174Updated 3 years ago
- Complete implementation of Llama2 with/without KV cache & inference 🚀☆48Updated last year
- zero-to-lightning☆31Updated last year