The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

A place for large proposed change for Valkey.

scikit-learn: machine learning in Python

Valkey client library in C

Official repository of the paper "Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance", M. Carletti, M. Terzi, G. A. Susto.

Content for website and man pages

A flexible distributed key-value datastore that supports both caching and beyond caching workloads.

(Python, R, C++) Explainable outlier/anomaly detection through decision tree conditioning

Generate and auto-execute Python scripts in the cli

Argus Sensor

(Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA imputation)

Merlion: A Machine Learning Framework for Time Series Intelligence

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Podman: A tool for managing OCI containers and pods.

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristi…

A game theoretic approach to explain the output of any machine learning model.

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …

Kepler (Kubernetes-based Efficient Power Level Exporter) uses eBPF to probe performance counters and other system stats, use ML models to estimate workload energy consumption based on these stats, …

Computer Vision dataset analysis

Convolutional Neural Networks

The fundamental package for scientific computing with Python.

Grafana SELinux policy module for CentOS 7 & RHEL 7

Automatic extraction of relevant features from time series:

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Performance Co-Pilot

htop - an interactive process viewer

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

A toolkit for developing and comparing reinforcement learning algorithms.