rachelxuan11/flame

flame's Issues

代码问题

您好，很感谢您分享的代码。但是我在学习您代码遇到一个不明白的地方。

zhe这里面为什么是除以self.em_s?如果您能百忙中回答我这个问题，我将不胜感激

generate_data.py运行报错

traceback like this:
python generate_data.py
[6903, 7877, 6990, 7141, 6824, 6313, 6876, 7293, 6825, 6958]
Assign samples to each user
Traceback (most recent call last):
File "/Users/aaaa/miniconda3/envs/FLAME-master/lib/python3.7/site-packages/pandas/core/indexes/base.py", line 3361, in get_loc
return self._engine.get_loc(casted_key)
File "pandas/_libs/index.pyx", line 76, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/index.pyx", line 108, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/hashtable_class_helper.pxi", line 5198, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas/_libs/hashtable_class_helper.pxi", line 5206, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: 0

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "generate_data.py", line 47, in
X[user].append(mnist_data[l][idx[l]].tolist())
File "/Users/aaa/miniconda3/envs/FLAME-master/lib/python3.7/site-packages/pandas/core/frame.py", line 3458, in getitem
indexer = self.columns.get_loc(key)
File "/Users/aaa/miniconda3/envs/FLAME-master/lib/python3.7/site-packages/pandas/core/indexes/base.py", line 3363, in get_loc
raise KeyError(key) from err
KeyError: 0
最近在做混洗模型的差分隐私联邦学习，想先学习下前辈的模型，运行时发生了问题，数据集处理时报错，能帮忙看看这是为什么嘛

generate_data.py运行报错

前辈您好，最近我在阅读您的这篇论文，在代码复现的过程中这个地方一直报错，请问有没有什么好的解决办法？或者请问能否将数据文件上传共享？
D:\Anaconda3\envs\ShuffleFL\python.exe D:/Codes/python/differential_privacy/FLAME/generate_data.py
[6903, 7877, 6990, 7141, 6824, 6313, 6876, 7293, 6825, 6958]
Assign samples to each user
Traceback (most recent call last):
File "D:\Anaconda3\envs\ShuffleFL\lib\site-packages\pandas\core\indexes\base.py", line 2898, in get_loc
return self._engine.get_loc(casted_key)
File "pandas_libs\index.pyx", line 70, in pandas._libs.index.IndexEngine.get_loc
File "pandas_libs\index.pyx", line 101, in pandas._libs.index.IndexEngine.get_loc
File "pandas_libs\hashtable_class_helper.pxi", line 1675, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas_libs\hashtable_class_helper.pxi", line 1683, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: 0

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "D:/Codes/python/differential_privacy/FLAME/generate_data.py", line 47, in
X[user].append(mnist_data[l][idx[l]].tolist())
File "D:\Anaconda3\envs\ShuffleFL\lib\site-packages\pandas\core\frame.py", line 2906, in getitem
indexer = self.columns.get_loc(key)
File "D:\Anaconda3\envs\ShuffleFL\lib\site-packages\pandas\core\indexes\base.py", line 2900, in get_loc
raise KeyError(key) from err
KeyError: 0

Process finished with exit code 1

thank you for share your code

spelling mistake

--mechanism='guassian' -> 'gaussian'