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• file:9.让学习更高效，数值优化和一只看不见的手.mp4
• file:8.让模型看的更准更稳，正则优化.mp4
• file:7.到底好不好？模型评价指标讲解.mp4
• file:6.损失函数推到解析和特征选择优化.mp4
• file:5.猛将起于卒伍，工业环境下的分类模型.mp4
• file:48.卷积的基本思想.mp4
• file:47.图像分类在企业中的应用.mp4
• file:46.常见激活函数讲解.mp4
• file:45.BP算法原理和训练方法.mp4
• file:44.逻辑回归和神经元.mp4
• file:even_odd.py
• file:从逻辑回归到rnn 再到lstm.pdf
• file:CNN.pptx
• file:win64_11gR2_database_2of2.zip
• file:text_classifer_fasttext.zip
• file:image_classifer_cnn.zip
• file:cifar-10数据集.rar
• file:word2vec.pptx
• file:Real-time Personalization using Embeddings for Search Ranking at Airbnb.pdf
• file:tuijian.zip
• file:cifar10_images_py.zip
• file:news.csv
• file:LDA数学八卦.pdf
• file:forward_index
• file:integrated.zip
• file:svm.zip
• file:logistic_regression.zip
• file:train_xsquare.py
• file:train_paracurve_data
• file:train_data
• file:test_curve.csv