https://github.com/wangwilly/osu-cse-5526
Some implementation of neural networks
https://github.com/wangwilly/osu-cse-5526
bash linear-programming linear-regression neural-networks non-linear-optimization numpy poetry-python python rbf rbf-network svm
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Some implementation of neural networks
- Host: GitHub
- URL: https://github.com/wangwilly/osu-cse-5526
- Owner: WangWilly
- Created: 2024-09-19T16:57:50.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2024-11-01T15:39:10.000Z (over 1 year ago)
- Last Synced: 2025-02-09T19:24:32.809Z (over 1 year ago)
- Topics: bash, linear-programming, linear-regression, neural-networks, non-linear-optimization, numpy, poetry-python, python, rbf, rbf-network, svm
- Language: Python
- Homepage:
- Size: 1.3 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# OSU - CSE5526
## Lab 1
- [instructions](lab1/Lab-1.pdf)
- [report](lab1/report.md)
- [result](lab1/result.md)
- [result2](lab1/result2.md)
### TODO
- [ ] Use GPU to accelerate the computation of the matrix multiplication.
- [x] Make cost function and gradient function as classes.
## Lab 2
- [instructions](lab2/Lab-2.pdf)
- [report](lab2/report.md)
- [history log](lab2/hist_logs.md)
- [reference](docs/lab2.md)
## Lab 3
- [instructions](lab3/Lab-3.pdf)
- [report](lab3/report.md)
- [history log](lab3/hist_logs.md)
### Install LibSVM
```bash
# on Mac
brew install libsvm
```
### Run
```bash
./scripts/lab3-1-choose-c.sh
./scripts/lab3-2-half-sampling.sh
```
all the results are in `lab3/dist` folder.