Stars
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
Build a recommendation system from scratch
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Free MLOps course from DataTalks.Club
🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more
A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
Data validation using Python type hints
Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow