data-science-for-beginnersmicrosoft
ADDEDMicrosoft's 10-week, 20-lesson data science curriculum for beginners, with project-based lessons, quizzes, and 50+ language translations.
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THE FIRST COLLECTIONTopic: pandas清除
30-days-of-pythonAsabeneh
ADDEDStep-by-step 30-day Python programming challenge covering fundamentals through web scraping, pandas, MongoDB, and APIs, with hands-on exercises and translations in multiple languages.
visidatasaulpw
ADDEDVisiData is a terminal-based multitool for exploring and arranging tabular data, supporting formats like tsv, csv, sqlite, json, xlsx and hdf5. It runs on Linux, macOS or Windows with WSL and requires Python 3.8+.
pandaspandas-dev
ADDEDpandas is a powerful Python library providing fast, flexible, and expressive data structures designed for working with relational or labeled data.
An educational machine learning project that classifies online payment transactions as legitimate or fraudulent. It preprocesses a transaction dataset, encodes and scales features, then trains and evaluates Logistic Regression, Decision Tree, and Random Forest models with Python, pandas, NumPy, and scikit-learn.
python_for_data_analysis_2nd_chinese_versioniamseancheney
ADDEDThis repository hosts the Chinese translation of "Python for Data Analysis, 2nd Edition" by Wes McKinney, covering Python 3.6, NumPy, pandas, StatsModels, and scikit-learn, with online reading and code guidance.
daskdask
ADDEDDask is a flexible parallel computing library designed for analytics and task scheduling.
enrichmentmljar
ADDEDA Python library for enriching pandas DataFrames by adding new columns generated by AI models based on natural language instructions.
abubbfamily
ADDEDABU Quantitative Trading System is an open-source Python framework for quantitative investment, supporting US stocks, A-shares, HK stocks, futures, options, and Bitcoin. It features backtesting, position management, and machine learning optimization.
cudfNVIDIA
ADDEDNVIDIA cuDF is a GPU-accelerated DataFrame library for tabular data processing, part of the CUDA-X suite. It provides pandas-compatible APIs, a Polars GPU engine, and a Dask backend for high-performance data manipulation.
supervised-learningpowell-clark
ADDEDAn educational repository teaching supervised machine learning from first principles using Python, covering mathematical foundations and practical implementations.