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这是数据科学基础课的作业集合

数据科学基础课的作业集合

Project1:

usage:

python main.py --C --seed --reduce_method --reduced_dim

分别是:SVM 的C, 随机种子, 使用的降维方法,需要将到的目标维数

Project2:

本次作业要求我们用KNN分类上一次的数据集,采用不同的距离度量方式,并且采用metric learning进一步提升效果

采用网格式搜索超参,直接运行:

python run_script.py

具体参数:

usage: main.py [-h] [--method METHOD] [--k_neighbors K_NEIGHBORS]
               [--seed SEED] [--log_path LOG_PATH]
               [--metric_learning {NCA,LFDA,MLKR,None}]

optional arguments:
  -h, --help            show this help message and exit
  --method METHOD
  --k_neighbors K_NEIGHBORS
  --seed SEED
  --log_path LOG_PATH
  --metric_learning {NCA,LFDA,MLKR,None}

已经得到了实验结果在报告中,跑了两周得到的预处理数据.npy想要的可以私

project 3 这次作业要做zero shot learning

真写不出来啊cao

写出来也跑不出来

玩个蛇

三种方法没有一个行

不过代码都在这里

至少能跑起来

不行就水报告

嗯嗯


5.13 差不多调出来了,交报告

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