Elisabeth Bommes's starred repositories
LLM-Finetuning-Toolkit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
scikit-rebate
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
ml-system-design-pattern
System design patterns for machine learning
chaos_genius
ML powered analytics engine for outlier detection and root cause analysis.
volkswagen
:see_no_evil: Volkswagen detects when your tests are being run in a CI server, and makes them pass.
ml-ops-kafka
Kafka variant of the MLOps Level 1 stack
ml-monitoring
A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
managers-playbook
:book: Heuristics for effective management
polygon-geohasher
Converts a polygon into a set of geohashes with arbitrary precision.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
modern-unix
A collection of modern/faster/saner alternatives to common unix commands.
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
pandas-log
The goal of pandas-log is to provide feedback about basic pandas operations. It provides simple wrapper functions for the most common functions that add additional logs
awesome-tf
Curated list of resources on HashiCorp's Terraform and OpenTofu