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- redash
- python
- visualization
- analytics
Repository Index
61,121 visible repositories in the index
1–17 of 17 · Most stars
Bayesian Modeling and Probabilistic Programming in Python
- python
- statistical-analysis
- bayesian-inference
- mcmc
Deep universal probabilistic programming with Python and PyTorch
- python
- pytorch
- machine-learning
- bayesian
An adversarial example library for constructing attacks, building defenses, and benchmarking both
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
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
- bayesian-methods
- deep-learning
- machine-learning
- data-science
App to easily query, script, and visualize data from every database, file, and API.
Algorithms for outlier, adversarial and drift detection
- anomaly
- outlier
- concept-drift
- detection
The Python ensemble sampling toolkit for affine-invariant MCMC
- python
- mcmc
- mcmc-sampler
- probabilistic-data-analysis
Variable Inspector extension for Jupyterlab
- jupyterlab-extension
- jupyterlab
- jupyterlab-variableinspector
- variable-inspector
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
- eda
- pandas
- data-science
- exploratory-data-analysis
Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch
- bayesian-inference
- deep-learning
Navigate to variable's definition with a click in JupyterLab (or with a few key strokes)
- jupyterlab
- jupyterlab-extension
- go-to-definition
- ide-features
inference and machine learning in clojure
Go's answer to pandas + scikit-learn: a batteries-included data analysis library with dataframes, statistics, machine learning, quant, and GPU acceleration. Run Python with seamless two-way variable sharing, or explore data straight from the Insyra CLI.
A powerful library extending VBA with over 100 functions for math, stats, finance, and data manipulation. It supports matrix operations, and user-defined functions, enhancing automation and analysis within Microsoft Office and LibreOffice environments for data management, financial calculations, an more.
- equation-systems
- mathematical-expression-parser
- mathematical-expressions-evaluator
- determinant-calculation
An Aurelia.io plugin that adds Google Analytics page tracking to your project.
- aurelia
- aurelia-plugins
- tracking
- analytics