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19rff's Projects

ailearning icon ailearning

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deeplearning icon deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

hands-dirty-nlp icon hands-dirty-nlp

本课程面对具有一定机器学习基础,但尚未入门的NLPer或经验尚浅的NLPer,尽力避免陷入繁琐枯燥的公式讲解中,力求用代码展示每个模型背后的设计**,同时也会带大家梳理每个模块下的技术演变,做到既知树木也知森林。

hands-on-data-analysis icon hands-on-data-analysis

动手学数据分析以项目为主线,知识点孕育其中,通过边学、边做、边引导来得到更好的学习效果

key-book icon key-book

《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。在线阅读地址:https://datawhalechina.github.io/key-book/

langchain-chatchat icon langchain-chatchat

Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

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