The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.
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Your window into all of your data
- kibana
- elasticsearch
- visualizations
- metrics
Statsmodels: statistical modeling and econometrics in Python
- python
- statistics
- econometrics
- data-analysis
Fathom Lite. Simple, privacy-focused website analytics. Built with Golang & Preact.
A library optimized for concise and principled data graphics and layouts.
A highly scalable real-time graphing system
- graphite-web
- graphite-components
- graphite
- time-series
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
- machine-learning
- economics
- causal-inference
- causality
Mozaïk is a tool based on nodejs / react / redux / nivo / d3 to easily craft beautiful dashboards
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
- pytorch
- graph-neural-networks
- temporal-networks
- temporal-graphs
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
Lightweight analytics abstraction layer for tracking page views, custom events, & identifying visitors
Enhancing {ggplot2} plots with statistical analysis 📊📣
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
- uncertainty
- uncertainty-quantification
- uncertainty-estimation
- uncertainty-metrics
A Python toolbox for gaining geometric insights into high-dimensional data
- data-visualization
- high-dimensional-data
- python
- topic-modeling
MetricFlow allows you to define, build, and maintain metrics in code.
Powerful Analytics Solution. Setup in 30 seconds. Display all your data on a Simple, AI-powered dashboard. Fully self-hostable and GDPR compliant. Alternative to Google Analytics, MixPanel, Plausible, Umami & Matomo.
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
- arima
- time-series
- forecasting
- forecasting-models
Generate SVG paths for geometric shapes :bar_chart:
- svg-paths
- javascript
- geometric-shapes
- svg
ARCH models in Python
- arch
- volatility
- bootstrap
- multiple-comparison-procedures
Making SLOs with Prometheus manageable, accessible, and easy to use for everyone!
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
- jupyter-notebook
- pandas
- federal-reserve
- gdp
📈 Open source, privacy-first web analytics — a cookie-less Google Analytics alternative with built-in error tracking and performance monitoring. Self-host it or use our cloud. Get started for free!
- docker
- webanalytics
- self-hosted
- selfhosted
Self-hostable, privacy-focused website analytics.
- analytics
- cookie-free
- privacy
- self-hosted