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Comprehensive LLM course with roadmaps, Colab notebooks, and tools for building and deploying LLM applications.
深度学习教学资源,包含可运行代码和讨论论坛。
Comprehensive guide to prompt engineering, RAG, and AI agents for developers
Segment Anything Model for image/video segmentation with AI prompts
Python Data Science Handbook in Jupyter Notebooks
Gradio App for building and sharing delightful machine learning apps
Hierarchical note-taking app for building personal knowledge bases
Hands-on Machine Learning with Python, Scikit-Learn, Keras, and TensorFlow 2.
Data science Python notebooks covering deep learning, machine learning, big data, and more.
Bayesian methods and probabilistic programming in Python with PyMC
Interactive deep learning book with code and math
Deep learning library for fast and easy model building
Deprecated ML book repo with Jupyter notebooks for learning fundamentals
Comprehensive resource for generative AI research, interviews, and courses
Deep learning book with Jupyter Notebooks covering fastai and PyTorch
Companion repo for Python for Data Analysis book with Jupyter notebooks and data science examples
Interactive machine learning algorithms in Python with Jupyter demos
Official code repo for the O'Reilly book on LLMs with Jupyter Notebooks
机器学习100天学习计划,涵盖有监督和无监督学习算法
Recommenders is a project for prototyping and operationalizing recommendation systems with Jupyter notebooks and best practices.
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