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chenxu89/README.md

  • AI和数据科学领域的初学者，对AI和数据科学充满热情，正在求职相关方向的工作，并完成了多个相关项目

  • 我的csdn技术博客专栏：AI修炼之路

  • 我的kaggle主页：我的kaggle主页

  • 通用技术栈:

    • 语言：Python，Java，Nodejs
    • 深度学习框架和工具：PyTorch，Keras，Jupyter
    • 模型：Transformer，逻辑回归、朴素贝叶斯、支持向量机（SVM）
    • 其他技术：XGBoost，LoRA，自动化调参，集成学习
    • 数据库：MySQL，PostgreSQL，MongoDB，Redis，TiDB，Hadoop

  • nlp技术栈:

    • LLM大模型：Gemma
    • 框架和库：Hugging Face，Scikit-learn，NLTK，spaCy，DSPy
    • 任务：文本分类、情感分析

  • 联系我: [email protected]

  • 我的学习路径：

    • 吴恩达的机器学习系列课程
    • 李宏毅的机器学习系列课程
    • 李沐的动手学深度学习、实用机器学习、AI论文精读
    • 项目实战边做边学：查看我的github项目、kaggle项目和csdn技术博客

Pinned Loading

  1. Advanced-RAG-with-Gemma-Weaviate-and-LlamaIndex Advanced-RAG-with-Gemma-Weaviate-and-LlamaIndex Public

    Jupyter Notebook 1

  2. IMDB-Movie-Sentiment-Analysis IMDB-Movie-Sentiment-Analysis Public

    我的第一个AI项目 My first AI project

    Jupyter Notebook

  3. RAG-with-Gemma-hosted-on-HuggingFace-and-Weaviate-in-DSPy RAG-with-Gemma-hosted-on-HuggingFace-and-Weaviate-in-DSPy Public

    Jupyter Notebook

  4. Gemma-2-9b-4-bit-QLoRA-fine-tuning Gemma-2-9b-4-bit-QLoRA-fine-tuning Public

    Jupyter Notebook

  5. Fine-tune-Gemma-models-in-Keras-using-LoRA Fine-tune-Gemma-models-in-Keras-using-LoRA Public

    Jupyter Notebook

  6. transformer-from-scratch-using-pytorch transformer-from-scratch-using-pytorch Public

    Jupyter Notebook