A collection of research papers on decision, classification and regression trees with implementations.
- decision-tree
- decision-tree-classifier
- gradient-boosting
- gradient-boosting-machine
Repository Index
47,133 repositories indexed
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A curated list of community detection research papers with implementations.
- graph-clustering
- network-clustering
- clustering
- dimensionality-reduction
An open-source framework for machine learning and other computations on decentralized data.
An intuitive library to add plotting functionality to scikit-learn objects.
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
A modular active learning framework for Python
- scikit-learn
- machine-learning
- python
- active-learning
Optax is a gradient processing and optimization library for JAX.
A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.
Feature engineering and selection open-source Python library compatible with sklearn.
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
- community-detection
- graph-clustering
- deepwalk
- networkx
TensorFlow for Raspberry Pi
An open source library and framework for deep learning on satellite and aerial imagery.
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
- python
- genetic-algorithm
- optimization
- numpy
NixOps is a tool for deploying to NixOS machines in a network or cloud.
Python Stream Processing
- python
- stream-processing
- rust
- data-engineering
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
- satellite-imagery
- aerial-imagery
- machine-learning
- segmentation
Elyra extends JupyterLab with an AI centric approach.
- notebooks
- notebook-jupyter
- jupyterlab
- jupyterlab-extensions
Save your dotfiles once, deploy them everywhere
A Multilingual, Multimodal Translation Model Family
- llm
- machine-translation
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
- visualization
- python3
- python
- xgboost
Genetic Programming in Python, with a scikit-learn inspired API
- genetic-programming
- machine-learning
- python
- scikit-learn
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
Interpretability and explainability of data and machine learning models
- explainable-ai
- explainable-ml
- trusted-ai
- trusted-ml
Python audio and music signal processing library
- audio-analysis
- signal-processing
- machine-learning
- music-information-retrieval