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gonum/gonum

Gonum is a set of numeric libraries for the Go programming language, providing tools for data analysis, scientific computing, and more.

8.3K
Active
Go
API Frameworks
Databases
Go
#data-analysis#matrix#graph

boyter/scc

A fast and accurate code counter with complexity calculations and COCOMO estimates, written in Go.

8.1K
Active
Go
CLI Tools
API Frameworks
#code-metrics#complexity-analysis#sloc

growthbook/growthbook

Open-source feature flagging and A/B testing platform for experimentation, data analysis, and remote config.

7.4K
Active
TypeScript
Feature Flags
Analytics & Tracking
React
#ab-testing#feature-flags#data-analysis

scikit-learn-contrib/imbalanced-learn

A Python package to tackle the curse of imbalanced datasets in machine learning

7.1K
Stable
Python
Python
#machine-learning#imbalanced-datasets#python-package

git-quick-stats/git-quick-stats

A simple and efficient CLI tool for accessing various Git repository statistics and insights.

7.0K
Stable
Shell
CLI Tools
Shell Enhancements
Bash
#git#statistics#git-log

mahmoud/boltons

A collection of Python utility functions and data structures that extend the standard library.

6.9K
Active
Python
General Utilities
CLI Tools
#python#standard-library#utilities

IonicaBizau/git-stats

A local git statistics tool with GitHub-like contributions calendars for developers.

6.6K
Stable
HTML
CLI Tools
Backend Frameworks
Node
#git-stats#contributions-calendar#hacktoberfest

Tautulli/Tautulli

Tautulli is a Python-based monitoring and tracking tool for Plex Media Server.

6.4K
Active
Python
API Frameworks
Caching
Python
#analytics#monitoring#notifications

haifengl/smile

Smile is a comprehensive statistical machine learning and data science library for Java developers.

6.3K
Active
Java
ML Ops
Databases
#machine-learning#data-science#statistics

WenDesi/lihang_book_algorithm

This repository contains implementations of algorithms from the 'Statistical Learning Method' book by Li Hang in Python.

5.8K
Archived
Python
Books & Guides
#statistics#machine-learning#algorithms

stdlib-js/stdlib

A fundamental numerical library for JavaScript and TypeScript developers.

5.8K
Active
JavaScript
API Frameworks
Databases
JavaScript
#math#numerical-computing#scientific-computing

online-ml/river

A Python library for online machine learning, enabling incremental and real-time learning on data streams.

5.7K
Active
Python
ML Ops
Streaming
Python
#concept-drift#incremental-learning#online-learning

bheisler/criterion.rs

A statistics-driven benchmarking library for Rust developers to measure and optimize performance.

5.4K
Stable
Rust
Testing
API Frameworks
#benchmark#performance#profiling

louisfb01/start-machine-learning

A comprehensive guide to start and improve in machine learning and AI, covering the latest techniques and tools.

5.2K
Active
Learning & Education
Tutorials & Courses
#machine-learning#artificial-intelligence#tutorials

blei-lab/edward

Edward is a probabilistic programming language in TensorFlow for deep generative models and variational inference.

4.8K
Archived
Jupyter Notebook
LLM Frameworks
Data Science
TensorFlow
#bayesian-methods#deep-learning#neural-networks

BoltzmannEntropy/interviews.ai

This repository provides interview preparation resources for AI and machine learning developers.

4.8K
Stable
Interview Preparation
Tutorials & Courses
PyTorch
#machine-learning#deep-learning#data-science

openvenues/libpostal

A C library for parsing and normalizing international street addresses using statistical NLP and open geo data.

4.7K
Stable
C
API Clients & Testing
Record Linkage
#address-parsing#address-normalization#natural-language-processing

Nixtla/statsforecast

A fast, open-source library for time series forecasting using statistical and econometric models.

4.7K
Active
Python
ML Ops
Databases
Python
#forecasting#time-series#statistics

khanhnamle1994/cracking-the-data-science-interview

A comprehensive collection of cheatsheets, books, questions, and portfolio resources for data science and machine learning interview prep.

4.5K
Archived
Jupyter Notebook
Interview Prep
Cheatsheets
#data-science#machine-learning#interview-prep

tensorflow/probability

Probabilistic reasoning and statistical analysis tools built on TensorFlow for data scientists and ML researchers.

4.4K
Active
Jupyter Notebook
ML Ops
Databases
TensorFlow
#bayesian-methods#deep-learning#machine-learning
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