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    12 repositories

    • .github

      Public
      Organization profile
      0•0•0•0•Updated Aug 6, 2026Aug 6, 2026

    • RL-2023-Spring

      Public
      Reinforcement Learning Course, 2023, Spring
      Jupyter Notebook
      •0•9•0•0•Updated Jun 14, 2023Jun 14, 2023

    • artificial-intelligence-fundemental-ability

      Public
      AI Fundamentals course (2022): from heuristic search to machine learning and deep learning — lesson notebooks and hands-on projects
      Jupyter Notebook
      •16•73•0•0•Updated Dec 11, 2022Dec 11, 2022

    • AI_courses_jupyters_and_slides

      Public
      Jupyter notebooks and slides for the AI / NLP / text-mining courses (2018–2021)
      Jupyter Notebook
      •431•402•0•7•Updated Dec 11, 2022Dec 11, 2022

    • References

      Public
      Curated reading list for AI & NLP — mathematics, machine learning, algorithms, and programming references used across the courses
      270•402•0•0•Updated Sep 23, 2021Sep 23, 2021

    • AI-and-Python-Foundation

      Public
      Python and AI Foundation
      Jupyter Notebook
      •13•4•0•0•Updated Jun 10, 2020Jun 10, 2020

    • Source-Code-of-Pragmatic-Artificial-Intelligence-Algorithms-Based-on-Natrual-Language-Processing

      Public
      The Source code of 'Pragmatic Artificial Intelligence Algorithms: Based on Natural Language Processing' by China Machine Press（人工智能算法与实践：基于自然语言处理/中国机械工业出版社）
      Jupyter Notebook
      •15•14•0•0•Updated Dec 9, 2019Dec 9, 2019

    • AutoSummarization

      Public
      Automatic text summarization with TextRank and sentence embeddings — NLP course module
      Jupyter Notebook
      •14•6•0•0•Updated Sep 14, 2019Sep 14, 2019

    • comment-setimental-classification

      Public
      Sentiment classification of user comments — tutorial for the Autumn 2018 course project II
      Jupyter Notebook
      •8•6•0•0•Updated Jul 7, 2019Jul 7, 2019

    • datasource

      Public
      Datasets used in course lectures and assignments
      51•25•0•0•Updated Feb 5, 2019Feb 5, 2019

    • assignment_get_douban_comment

      Public
      Deep Learning for NLP — Assignment 1: collecting Douban movie comments for downstream NLP tasks
      3•2•0•0•Updated May 15, 2018May 15, 2018

    • Project-1

      Public
      Course Project 1: text similarity detection and plagiarism identification (文本相似性检测与抄袭判断)
      Jupyter Notebook
      •11•5•0•2•Updated May 14, 2018May 14, 2018
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