A game theoretic approach to explain the output of any machine learning model.
- interpretability
- machine-learning
- deep-learning
- gradient-boosting
Repository Index
47,133 repositories indexed
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Fast and Accurate ML in 3 Lines of Code
mal - Make a Lisp
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Statistical Machine Intelligence & Learning Engine
- machine-learning
- regression
- clustering
- manifold-learning
A curated list of awesome responsible machine learning resources.
- fairness
- xai
- interpretability
- transparency
Math.NET Numerics
- math
- numerics
- linear-algebra
- fsharp
AI Infra / AI Orchestration / AI Control Plane
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
- deep-learning
- machine-learning
- ml-platform
- ml-infrastructure
StellarGraph - Machine Learning on Graphs
- graphs
- machine-learning
- machine-learning-algorithms
- graph-convolutional-networks
Machine Learning in R
- machine-learning
- data-science
- tuning
- cran
🦄 The Enterprise™ programming language
- enterprise
- disruptive-technology
- language
- ajax
moDel Agnostic Language for Exploration and eXplanation
- machine-learning
- interpretability
- data-science
- xai
Plotly for Rust
- plot
- rust
- chart
- financial
An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.
SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.
- simpleitk
- c-plus-plus
- swig
- registration
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
Chapyter: ChatGPT Code Interpreter in Jupyter Notebooks
Glue strings to data in R. Small, fast, dependency free interpreted string literals.
- r
- strings
- string-interpolation
optimization routines for hyperparameter tuning
An extensible Java framework for building event-driven applications that break up XML and non-XML data into chunks for data integration
- java
- smooks
- enterprise-integration
- etl
Excerpt from the Gapminder data, as an R data package and in plain text delimited form
JQuick-Pdf is an enterprise-grade Java PDF generation framework. It provides HTML-like declarative syntax and supports more than 30 kinds of graphs, greatly simplifying complex PDF report creation while retaining full native pdfbox(since version 4.0.0) APIs.
- apache-pdfbox
- charts
- data-visualization
- fonts
⬛ Python Individual Conditional Expectation Plot Toolbox
- machine-learning
- interpretability