data-science

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

A curated list of references for MLOps

Statistical data visualization in Python

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

🔥Highlighting the top ML papers every week.

The "Python Machine Learning (1st edition)" book code repository and info resource

Rich MySQL Terminal Client with AutoCompletion, Syntax Highlighting, and Dataframes

OpenRefine is a free, open source power tool for working with messy data and improving it

An open-source NLP research library, built on PyTorch.

Low-code framework for building custom LLMs, neural networks, and other AI models

Always know what to expect from your data.

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Statsmodels: statistical modeling and econometrics in Python

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Refine high-quality datasets and visual AI models

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course