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wenglean 6631265116 add nn_bp_demo 3 years ago
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L_b.png Add dnn tips, rearrange dir structures 6 years ago
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act-relu.jpg Add NN inference demo & activation illustration 5 years ago
act-sigmoid.jpg Add NN inference demo & activation illustration 5 years ago
act-tanh.jpg Add NN inference demo & activation illustration 5 years ago
bp_demo_1.png add nn_bp_demo 3 years ago
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bp_demo_error_1.svg add nn_bp_demo 3 years ago
bp_demo_error_2.svg add nn_bp_demo 3 years ago
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bp_loss.png Add dnn tips, rearrange dir structures 6 years ago
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cross_entropy_loss_1.png Improve softmax cross-entropy descriptions 4 years ago
cross_entropy_loss_2.png Improve softmax cross-entropy descriptions 4 years ago
cross_entropy_loss_sigmod.png Improve softmax cross-entropy descriptions 4 years ago
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nn-activation-function.gif Add NN inference demo & activation illustration 5 years ago
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softmax_neuron_output_eqn.png Add dnn tips, rearrange dir structures 6 years ago

机器学习越来越多应用到飞行器、机器人等领域,其目的是利用计算机实现类似人类的智能,从而实现装备的智能化与无人化。本课程旨在引导学生掌握机器学习的基本知识、典型方法与技术,通过具体的应用案例激发学生对该学科的兴趣,鼓励学生能够从人工智能的角度来分析、解决飞行器、机器人所面临的问题和挑战。本课程主要内容包括Python编程基础,机器学习模型,无监督学习、监督学习、深度学习基础知识与实现,并学习如何利用机器学习解决实际问题,从而全面提升自我的《综合能力》。

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