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The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
Bayesian Optimization using GPflow
Python functions powered by AI agents - with runtime post-conditions for reliable agentic workflows.
A distributed Spark/Scala implementation of the isolation forest and extended isolation forest algorithms for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
Python-based implementations of algorithms for learning on imbalanced data.
A library for augmenting annotated audio data
A fast xgboost feature selection algorithm
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
↻ Keeps ChatGPT sessions fresh, eliminating chat time limits + network errors + Cloudflare checks
BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.
recommender system tutorial with Python
🖥️ Award-winning extension to enhance ChatGPT with wide/full/tall-screen + spamblock modes. Also works on poe.com!
A command-line utility for quick math.
The open source AI app collection
⬛ Python Individual Conditional Expectation Plot Toolbox
PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.
AI-powered NBA game outcome predictor that uses advanced team stats and trend-based features to forecast winners and track model performance
Library for machine learning stacking generalization.
NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.
Lemons quality control dataset
Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.
AI-powered text compression library for RAG systems and API calls. Reduce token usage by up to 50-60% while preserving semantic meaning with advanced compression strategies.
Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.
🕶️ Adds chat auto-clear functionality to ChatGPT for more privacy
Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University
A project template for spatial data science projects marrying best practices from the respective disciplines of Geography and Artificial Intelligence.
UAV related Remote Sensing Toolbox
MCP server for spatial transcriptomics analysis through natural language interfaces.
Fast CLI tool for bird species detection using BirdNET and Perch AI models