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## 🚀 Feature
It would be great to have a library of optimization routines for the deterministic setting (a la `scipy.optimize`) using PyTorch autograd mechanics. I have written a [prototype library](…
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1.How to calculate the global optimum p ∗ in the relative suboptimality plots and regret plots?
2.During your model training, do you use training data mini-batch or one by one?
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#ssd_pascal.py
batch_size = 2 # 32
accum_batch_size = 32
iter_size = accum_batch_size / batch_size
I don't understand the meaning of accum_batch_size here, and why it is equivalent to 32? If I t…
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![image](https://user-images.githubusercontent.com/23263731/200564311-220f4f34-3d31-4eb5-a5d1-6af2683cab5a.png)
![image](https://user-images.githubusercontent.com/23263731/200296378-68401e7c-…
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**Describe the bug**
SGD produces nans when using its predict method on the Kaggle house prices dataset (I have preprocessed to remove nans from the training dataset, and did one-hot encoding on cate…
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# CS231n 深度学习与计算机视觉
* Lesson 1:计算机视觉历史回顾与介绍 Date: 18th July
* Lesson 2:KNN与线性分类器 Date: 21th July
* Lesson 3:线性分类器损失函数与最优化 Date: 21th July
* Lesson 4:反向传播与神经网络初步 Date: 25th July
* Lesson 5:神经网络训…
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When I use my custom loss function, I got a wrong loss output if I choose keras.compile:
```
import tensorflow as tf
from tensorflow.examples.tutorials.mnist import input_data as mnist_data
…
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[deeplearning.docx](https://github.com/ssfc/machine-learning/files/3323819/deeplearning.docx)
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Hi, minhnhat93. I tested your implementation of the LISTA. During the dictionary learning part, I find some bugs. The dictionary couldn't be learned when I tried to fix them. Could you please help me …