xuyiqing / regression-lectures
POLI 450A (Stanford): regression lecture slides, worksheets, R code and data
xuyiqing / regression-lectures
statsmodels / statsmodels
Statsmodels: statistical modeling and econometrics in Python
sktime / sktime
A unified framework for machine learning with time series
johnkerl / miller
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
catboost / catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
cantaro86 / Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive python code.
garris / BackstopJS
Catch CSS curve balls.
GoogleChrome / lighthouse-ci
Automate running Lighthouse for every commit, viewing the changes, and preventing regressions
haifengl / smile
Statistical Machine Intelligence & Learning Engine
biolab / orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
mlpack / mlpack
mlpack: a fast, header-only C++ machine learning library
dcajasn / Riskfolio-Lib
Portfolio Optimization in Python
microsoft / FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
ourownstory / neural_prophet
NeuralProphet: A simple forecasting package
Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
astroautomata / PySR
Symbolic Learning in Python and Julia
americanexpress / jest-image-snapshot
✨ Jest matcher for image comparisons. Most commonly used for visual regression testing.
simple-statistics / simple-statistics
simple statistics for node & browser javascript
Peterande / D-FINE
D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]
mojoaxel / awesome-regression-testing
🕶️ A curated list of resources around the topic: visual regression testing
AIStream-Peelout / flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
RubixML / ML
A high-level machine learning and deep learning library for the PHP language.
IndrajeetPatil / ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣
JuliaAI / MLJ.jl
A Julia machine learning framework
dynamicslab / pysindy
A package for the sparse identification of nonlinear dynamical systems from data
avhz / RustQuant
Rust library for quantitative finance.
ScottfreeLLC / AlphaPy
Python AutoML for Trading Systems and Sports Betting
tensorly / tensorly
TensorLy: Tensor Learning in Python.
mlr-org / mlr
Machine Learning in R
scikit-learn-contrib / MAPIE
A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
sb-ai-lab / LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
aeon-toolkit / aeon
A toolkit for time series machine learning and deep learning
owlbarn / owl
Owl - OCaml Scientific Computing @ https://ocaml.xyz
bambinos / bambi
BAyesian Model-Building Interface (Bambi) in Python.
reg-viz / reg-suit
:recycle: Visual Regression Testing tool
bug0inc / qa-agent
The open-source Playwright library for AI browser regression testing with intelligent caching, auto-healing, and multi-model verification.
N4darae / shrt
A contract-driven gRPC regression harness for AI coding agents, with human-approved baselines. Snapshot the valid call chains of an API so an agent can look one up instead of tracing for it. gRPC today, OpenAPI next
ddsjoberg / gtsummary
Presentation-Ready Data Summary and Analytic Result Tables
easystats / easystats
:milky_way: The R easystats-project
jwuthri-cloud / Tracely-ai
Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable.
fraunhoferportugal / tsfel
Time Series Feature Extraction Library (TSFEL): 60+ statistical, temporal, spectral and fractal features for time series classification, regression and signal processing in Python
yangheng95 / PyABSA
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
mlr-org / mlr3
mlr3: Machine Learning in R - next generation
bashtage / linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
NannyML / The-Little-Book-of-ML-Metrics
The book every data scientist needs on their desk.
smartcorelib / smartcore
A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.
joanby / python-ml-course
Curso de Introducción a Machine Learning con Python
duriantaco / skylos
Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/
astroautomata / SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
GeoDaCenter / geoda
GeoDa: An introduction to spatial data analysis
moderndive / ModernDive_book
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
HOL-Theorem-Prover / HOL
Canonical sources for HOL4 theorem-proving system. Branch develop is where “mainline development” occurs; when develop passes our regression tests, master is merged forward to catch up.
cashapp / AccessibilitySnapshot
Easy regression testing for iOS accessibility
StatMixedML / XGBoostLSS
An extension of XGBoost to probabilistic modelling
Waikato / moa
MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.
cypress-visual-regression / cypress-visual-regression
Module for adding visual regression testing to Cypress
argos-ci / argos
The open source visual testing platform for teams and AI agents. Review the product, not just the code.
Carl-McBride-Ellis / Compendium-of-free-ML-reading-resources
Compendium of free ML reading resources
happo / happo
Visual regression testing and accessibility testing
znxzsy / VeriInk
Verifiable handwriting synthesis for failure-driven multimodal training and regression.