data-science GitHub repositories

Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

ruc-datalab/DeepAnalyze

DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！

FluxML/Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

★ 4.8K+0 todayJulia

r0f1/datascience

Curated list of Python resources for data science.

★ 4.7K+0 todayUnknown

machine-learning python

makcedward/nlpaug

Data augmentation for NLP

★ 4.7K+0 todayJupyter Notebook

tensorflow/probability

Probabilistic reasoning and statistical analysis in TensorFlow

★ 4.4K+0 todayJupyter Notebook

microsoft/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

★ 4.3K+0 todayPython

llm machine-learning

kubeflow/pipelines

Machine Learning Pipelines for Kubeflow

★ 4.3K+0 todayPython

astroautomata/PySR

Symbolic Learning in Python and Julia

★ 4.2K+12 todayPython

Netflix/maestro

Maestro: Netflix’s Workflow Orchestrator

polyaxon/polyaxon

AI Infra / AI Orchestration / AI Control Plane

edtechre/pybroker

Algorithmic Trading in Python with Machine Learning

★ 3.7K+2 todayPython

machine-learning developer-tools

rio-labs/rio

WebApps in pure Python. No JavaScript, HTML and CSS needed

★ 3.6K+0 todayPython

ethen8181/machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

★ 3.5K+0 todayHTML

machine-learning python

mljar/mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

★ 3.3K+1 todayPython

deepnote/deepnote

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/

★ 3.0K+0 todayTypeScript

machine-learning python

hosseinmoein/DataFrame

C++ DataFrame for statistical, financial, and ML analysis in modern C++

★ 3.0K+2 todayC++

apache/hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

supabase/supabase-py

Python Client for Supabase. Query Postgres from Flask, Django, FastAPI. Python user authentication, security policies, edge functions, file storage, and realtime data streaming. Good first issue.

★ 2.6K+2 todayPython

scverse/scanpy

Single-cell analysis in Python. Scales to >100M cells.

★ 2.6K+1 todayPython

Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

★ 2.5K+0 todayPython

metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

★ 2.5K+0 todayScala

neonwatty/machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

★ 2.3K+1 todayPython

claimed-framework/claimed

The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.

★ 2.3K+0 todayJupyter Notebook

orico/www.mlcompendium.com

The AI Compendium, previously called the ML Compendium, curates resources and explanations of machine learning (ML) and deep learning, from a business problem through data, AI, engineering, and product.

★ 2.2K+0 todayUnknown

WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values

★ 2.1K+0 todayPython

bytewax/bytewax

Python Stream Processing

★ 2.1K+4 todayPython

JuliaAI/MLJ.jl

A Julia machine learning framework

★ 1.9K+0 todayJulia

microsoft/responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

zi-yue-1129/DATAGEN

DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing.

★ 1.8K+0 todayPython

llm ai

ScottfreeLLC/AlphaPy

Python AutoML for Trading Systems and Sports Betting

mlrun/mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

★ 1.7K+0 todayPython

mlr-org/mlr

Machine Learning in R

skrub-data/skrub

Machine learning with dataframes

★ 1.7K+1 todayPython

pixeltable/pixeltable

The backend agents build with - Multimodal database, orchestration, and serving in one file

★ 1.6K+1 todayPython

llm ai

csinva/imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

★ 1.6K+0 todayJupyter Notebook

google/uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

★ 1.6K+0 todayPython

WecoAI/aideml

AIDE: an LLM agent for machine learning engineering - the research Weco grew out of. Referenced in OpenAI MLE-bench.

★ 1.6K+1 todayPython

llm ai

quixio/quix-streams

Python Streaming DataFrames for Kafka

★ 1.6K+0 todayPython

aeon-toolkit/aeon

A toolkit for time series machine learning and deep learning

★ 1.5K+0 todayPython

fmind/mlops-python-package

Production-shaped MLOps Python package and reference implementation of the MLOps Coding Course: MLflow, scikit-learn, Pydantic, Pandera, uv, and mise.

★ 1.4K+0 todayPython