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### Solution for overfitting:
1. Pre-training (Unsupervised) layer by layer (Greedy: RMB, autoencoder). Rather than random initialization
2. Fine-tuning (supervised)
Drop out:
each hidden unit has a …
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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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**Guidelines**
*We are very excited to meet you at the 2020 OHBM Brainhack 🎉* *To submit a project, you need to be an attendee of the 2020 OHBM Brainhack. We ask you to register first over [here](h…
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New issue popped up when tried to install through docker:
C:\Users\xxxx>docker build --tag albertbup/deep-belief-network:1.0.5 .
[+] Building 0.1s (2/2) FINISHED
=> [internal] load build definit…
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The paper goes back and forth on the use of various abbreviations. The following abbreviations should be checked that they are (1) defined at first use, and (2) always named via abbreviation afterward…
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**Have you checked the [list of proposed rules](https://github.com/Benjamin-Lee/deep-rules/issues?q=is%3Aissue+is%3Aopen+label%3Arule) to see if the rule has already been proposed?**
- [x] Yes
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While studying autoencoder architecture, I discovered that the similar terms "transposed convolution" and "deconvolution" have caused some confusion. I would like to clarify their differences and expl…
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Hello.
I have generated data using this command:
`python single_video_pybullet.py --nb_frames 10000 --scale 0.001 --path_single_obj ~/Deep_Object_Pose/scripts/nvisii_data_gen/models/Gear/google_16k…
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Some ideas for figures to add to the PPT
- [ ] Linear regression, single-layer neural network
- [ ] Multilayer Perceptron with hidden layer
- [ ] Backpropagation
- [ ] Batch Normalization and al…
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想用自己的图片数据集来试一下，是需要做成和MNIST一样的数据格式吗