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pykan—A Brand-New Neural Network ArchitectureInspired by the Kolmogorov-Arnold representation theorem, this project applies it to the design of nKindXiaoming·Jupyter·6 months ago1.3k
llm-course—Free Open-source Course on Large Language ModelsThis is a free course on Large Language Models (LLMs), covering basic knowledge for beginners to getmlabonne·Jupyter·9 months ago2.3k
pygwalker—Visually Manipulate pandas DatasetsThis project transforms pandas' dataframe data objects into an interactive graphical interface, suppKanaries·Python·a year ago4k
pytudes—Exercises to Refine Your Python Programming SkillsThe term 'étude' is French for an exercise piece in music, and 'pytudes' represents a collection of norvig·Jupyter·a year ago4k
mercury—Framework to Turn Jupyter Notebook into a Web ApplicationThis project allows you to add interactive components in your Python Notebook, enabling the automatimljar·Python·2 years ago2.8k
whisper—OpenAI 开源的多语言识别系统1该项目是强大的自动语音识别系统,支持包括中文在内的多种语言识别。尤其是在快语速、口音、背景噪音等场景,依旧表现出色,能够达到极高的准确率。openai·Python·2 years ago7.9k
annotated_deep_learning_paper_implementations—Collection of Implementations of Deep Learning PapersThis is a collection implementing neural networks and related algorithms using PyTorch, with line-bylabmlai·Python·2 years ago1.6k
gradio—Powerful Tool for Rapid Machine Learning Application DevelopmentThis is a Python library for quickly building and sharing machine learning demonstration applicationgradio-app·Python·2 years ago993
ML-For-Beginners—微软开源的入门级机器学习教程这是一份完全免费、零基础的机器学习课程,总共 12 周、24 节课,主要使用 Scikit-learn 作为库。microsoft·HTML·3 years ago913
lux—自动将 pandas 数据可视化的项目一个用于数据科学方面的 Python 开源库。这个库适用于实验室分析数据的场景,基于 Jupyter 的数据可视化和操作界面,再加上 pandas 丰富的数据接lux-org·Python·4 years ago647
recommenders—微软开源的推荐系统教程通过 Jupyter Notebook 形式呈现的推荐系统最佳实践。这是微软开源的推荐系统教程,项目中还包含推荐系统常用的 Python 工具箱 recommenders-team·Python·3 years ago1.5k
shap—解释机器学习模型输出的库它基于博弈论中的 Shapley Value 理论,将所有特征视为贡献者,然后计算每个特征对于模型输出结果的贡献。shap·Jupyter·2 years ago481