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👋 This dashboard summarizes my activity on the repository, including available improvement opportunities.
## Recommendations
_Last analysis: Jun 15 | Next scheduled analysis: Jun 22_
### Open
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**Summary !!!**
- **BioModel Name**: Pu2019 - eToxPred: an ML-based approach to estimate the toxicity, and synthetic accessibility of drug candidates
- **BioModel Tag**: Machine learning model, …
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* [Link](https://journals.aps.org/prx/pdf/10.1103/PhysRevX.8.011006)
* Title: Neural-Network Quantum States, String-Bond States, and Chiral Topological States
* Keywords (optional):
* Authors…
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We need to finish this very basic part of the code to get to the more interesting stuff later, i.e. the unsupervised classification/learning using contrastive divergence in restricted Boltzmann machin…
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**Problem**
The following blocks:
```
{{[[TODO]]}} [[Buy]] at least 2 [[Cha hai]]s and 2 [[Gaiwan]]s from [[Yunnan Sourcing]]
```
```
{{[[TODO]]}} learn how to do unsupervised pre-training…
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Unsupervised Learning Models Autoencoders
![image](https://user-images.githubusercontent.com/19603921/193089213-acf03132-3467-46fd-b6f2-ab39186fd9c0.png)
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Copied from Slack Reputation channel May 26:
Anton Kolonin [10:14 PM]
JIC, if you could take all your thought stream on "finding reputation network attractors in heterogeneous social networks"…
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In the paper "Learning Algorithms for the Classification Restricted Boltzmann Machine", a uniform distribution in the interval `[-m**-0.5, m**-0.5]` is used for the initialisation of the weight matric…
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Such Issues are in your RBM different implementation.
[python version]
self.W += lr \* (numpy.dot(self.input.T, ph_sample)
- numpy.dot(nv_samples.T, nh_means))
[C++ ver…
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7/8 Optimization 방법론
- Optimization 방법론의 발전
- Gradient Descent Algorithm
- 어떠한 함수의 최소점을 찾는것
- 함수의 공간은 파라미터, 파라미터 갯수가 엄청나게 늘어나면 함수 형태 파악 불가능
- 파라미터의 기울기만을 알고 있다고 가정(코스트 함수를 최소화 하기 위해, 코스…