Bayesian Modeling and Probabilistic Programming in Python
- python
- statistical-analysis
- bayesian-inference
- mcmc
Repository Index
47,133 repositories indexed
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Deep universal probabilistic programming with Python and PyTorch
- python
- pytorch
- machine-learning
- bayesian
A list of D3 libraries, plugins and utilities
Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.
- mimesis
- fake
- data
- generator
A curated list of awesome Jupyter projects, libraries and resources
- jupyter-notebook
- jupyter
- jupyterhub
- jupyterlab
A curated list of awesome data visualization libraries and resources.
Scalable and user friendly neural :brain: forecasting algorithms.
- deep-learning
- forecasting
- esrnn
- nbeats
A curated list of awesome network analysis resources.
- network-analysis
- network-visualization
- complex-networks
- political-networks
A curated list of awesome responsible machine learning resources.
- fairness
- xai
- interpretability
- transparency
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
- machine-learning
- ml
- model-validation
- data-validation
Beautiful, open source, WebGPU-based charting library
- chart-library
- charting-library
- data-analysis
- webgpu
Large list of handpicked color names 🌈
[Legacy] Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..
- templates
- opensource
- naas
- notebooks-templates
A curated list of community detection research papers with implementations.
- graph-clustering
- network-clustering
- clustering
- dimensionality-reduction
a curated list of R tutorials for Data Science, NLP and Machine Learning
- datascience
- data-science
- r
- text-mining
Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them.
Natural Gradient Boosting for Probabilistic Prediction
- machine-learning
- gradient-boosting
- natural-gradients
- uncertainty-estimation
Community list of transit APIs, apps, datasets, research, and software :bus::star2::train::star2::steam_locomotive:
A curated list of data mining papers about fraud detection.
- fraud-detection
- fraud-prevention
- fraud-checker
- fraud-management
A curated list of awesome ggplot2 tutorials, packages etc.
- ggplot2
- ggplot2-themes
- data-visualization
- geoms
Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
- forecasting
- scikit-learn
- machine-learning
- python
A curated list of awesome links and software libraries that are useful for robots.
A curated list of awesome iOS chart libraries, including Objective-C and Swift
- ios-charts
- swift-charts
- chart