| task01 |
线性回归 |
https://www.cnblogs.com/yu212223/p/12309586.html |
| task01 |
softmax和分类模型 |
https://www.cnblogs.com/yu212223/p/12309730.html |
| task01 |
多层感知机 |
https://www.cnblogs.com/yu212223/p/12309551.html |
| task02 |
文本预处理 |
https://www.cnblogs.com/yu212223/p/12309780.html |
| task02 |
语言模型与数据集 |
https://www.cnblogs.com/yu212223/p/12309916.html |
| task02 |
循环神经网络 |
https://www.cnblogs.com/yu212223/p/12309964.html |
| task03 |
过拟合、欠拟合及其解决方案 |
https://www.cnblogs.com/yu212223/p/12327996.html |
| task03 |
梯度消失、梯度爆炸 |
https://www.cnblogs.com/yu212223/p/12328053.html |
| task03 |
循环神经网络进阶 |
https://www.cnblogs.com/yu212223/p/12328095.html |
| task04 |
机器翻译及相关技术 |
https://www.cnblogs.com/yu212223/p/12328172.html |
| task04 |
注意力机制与Seq2seq模型 |
https://www.cnblogs.com/yu212223/p/12333983.html |
| task04 |
Transformer |
https://www.cnblogs.com/yu212223/p/12334027.html |
| task05 |
卷积神经网络基础 |
https://www.cnblogs.com/yu212223/p/12334064.html |
| task05 |
卷积神经网络进阶 |
https://www.cnblogs.com/yu212223/p/12334060.html |