A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
- ai
- fairness-ai
- fairness
- fairness-testing
Repository Index
47,133 repositories indexed
313–336 of 680 · Most stars
POT : Python Optimal Transport
- optimal-transport
- numerical-optimization
- machine-learning
- emd
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Gaining advanced insights from Git repository history.
- git-analysis
- machine-learning
- tensorflow
- git
Algorithms for explaining machine learning models
- machine-learning
- explanations
- interpretability
- counterfactual
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
- data-science
- python
- dag
- data-engineering
Android Application Identifier for Packers, Protectors, Obfuscators and Oddities - PEiD for Android
- android
- antivirus
- machine-learning
- malware-detection
Machine learning platform for Web developers
General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.
- vulkan
- vulkan-compute
- vulkan-example
- vulkan-tutorial
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Message Passing Neural Networks for Molecule Property Prediction
- machine-learning
- chemistry
- neural-networks
- drug-discovery
A collection of research papers on decision, classification and regression trees with implementations.
- decision-tree
- decision-tree-classifier
- gradient-boosting
- gradient-boosting-machine
A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
- simulator
- unity
- game-engine
- autonomous
A curated list of community detection research papers with implementations.
- graph-clustering
- network-clustering
- clustering
- dimensionality-reduction
Interactive Go programming with Jupyter
- go
- golang
- jupyter-notebook-kernel
- jupyter-notebook
An intuitive library to add plotting functionality to scikit-learn objects.
Curated list of open-source quantum software projects.
- quantum-computing
- quantum-algorithms
- quantum-chemistry
- quantum-computer-simulator
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
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
- high-frequency-trading
- limit-order-book
- python
- machine-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.
simple neural network library in C99
- backpropagation
- genetic-algorithm
- ann
- neural-network