https://github.com/git-vish/soft-computing-lab
Final Year Computer Science Soft Computing Lab programs in Python
https://github.com/git-vish/soft-computing-lab
Last synced: 9 months ago
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Final Year Computer Science Soft Computing Lab programs in Python
- Host: GitHub
- URL: https://github.com/git-vish/soft-computing-lab
- Owner: git-vish
- Created: 2020-03-20T09:20:31.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2020-06-13T08:20:38.000Z (about 6 years ago)
- Last Synced: 2025-02-05T21:53:26.411Z (over 1 year ago)
- Language: Python
- Homepage:
- Size: 78.1 KB
- Stars: 1
- Watchers: 0
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Soft Computing Lab
[](https://www.python.org/)
## Prerequisites
- [Python 3.x](https://www.python.org/)
- [numpy](https://pypi.org/project/numpy/)
```sh
pip install numpy
```
- [matplotlib](https://pypi.org/project/matplotlib/)
```sh
pip install matplotlib
```
- [keras](https://pypi.org/project/Keras/) (optional)
```sh
pip install keras
```
## List Of Experiments
1. [Experiment 1 (XOR gate)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/Simple_XOR.py)
2. [Experiment 2 (McCulloch-Pitts AND)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/McP_AND.py)
3. [Experiment 3 (McCulloch-Pitts XOR)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/McP_XOR.py)
4. [Experiment 4 (Perceptron)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/Perceptron.py)
5. [Experiment 5 (Adaline)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/Adaline_ANDNOT.py)
6. [Experiment 6 (Madaline)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/Madline_XOR.py)
7. [Experiment 7 (Back Propagation)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/BackProp_XOR.py)
**Optional** [Back Propagation in Keras](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/BackProp_XOR_keras.py)
8. [Experiment 8 (Classical Sets)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/Set_Ops.py)
9. [Experiment 9 (Fuzzy Sets)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/Fuzzy_Ops.py)
10. [Experiment 10 (Maximization GA)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/GA_Max.py)
11. [Experiment 11 (Minimization GA)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/GA_Min.py)
11. [Experiment 12 (Travelling Salses Person GA)](https://github.com/cloud-VG/Soft-Computing-Lab/blob/master/GA_TSP.py)
## Reference for Genetic Algorithm
[_MorvanZhou's Website_](https://morvanzhou.github.io/tutorials/)
## © _Vishwajeet M. Ghatage_
[](https://www.linkedin.com/in/vishwajeet-ghatage/)
Computer Science and Technology,
Department Of Technology,
Shivaji University, Kolhapur
2019-20