data-science

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

Best Practices on Recommendation Systems

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

📺 Discover the latest machine learning / AI courses on YouTube.

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Topic Modelling for Humans

An orchestration platform for the development, production, and observation of data assets.

🦉 Data Versioning and ML Experiments

Your new Mentor for Data Science E-Learning.

A curated list of awesome big data frameworks, ressources and other awesomeness.

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

Python training for business analysts and traders

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

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

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

Always know what to expect from your data.

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

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