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2 |
Computational Intelligence
3 | This repository includes homework and the final project of computational intelligence course in fall 1399.
4 |
5 |
6 | ---------
7 | ### Table of content
8 |
9 | - [HW1](#HW1)
10 | - [HW2](#HW2)
11 | - [HW3](#HW3)
12 | - [Final Project](#final-project)
13 | - [Wiki Article](#wiki-article)
14 | -----
15 |
16 |
17 | ### HW1
18 |
19 | This homework is Linear and Polynomial regression on Corona Virus in Iran.
20 |
21 | | Linear | [](https://colab.research.google.com/drive/1tyEIehRQgYHyTk53nF3O97Hr2MMCikep?usp=sharing) |
22 | |:-------: |:--: |
23 | | **Polynomial** | [](https://colab.research.google.com/drive/1GhbfXDZ7xs_K9Kn6LZ6bMu9P9YtXYTWK?usp=sharing) |
24 |
25 | ### HW2
26 |
27 | Will be placed Later
28 |
29 | ### HW3
30 |
31 | The third homework was implementing CNN model on dog breeds.
32 |
33 | | Image Classification | [](https://colab.research.google.com/drive/163M91ZWTYHc0YRvch0exaZ50-fpY2HUN?usp=sharing) |
34 | |:--:|:--:|
35 |
36 |
37 |
38 | ## Final Project
39 |
40 | The final project was about news topic classification on the persian dataset.
41 | The accuracy finally stood at 86 percent.
42 |
43 | | Topic classification | [](https://colab.research.google.com/drive/11sxBTb2ZDTEbn5Sksy85B1RRu21-XntW?usp=sharing) |
44 | |:--:|:--:|
45 |
46 |
47 | ## Wiki Article
48 |
49 | Our article was about **Invasive weed optimization** which was first published in 2006 by Ahmad reza Mehrabian and Caro Lucas
50 |
51 | - In collabortian with [Ali Rezasoltani](https://github.com/AliRezasoltani1)
52 |
53 | | Article | [](http://94.184.118.13:8080/index.php/%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D8%B9%D9%84%D9%81_%D9%87%D8%B1%D8%B2_%D9%85%D9%87%D8%A7%D8%AC%D9%85) |
54 | |:--:|:--:|
55 |
56 | - [Wikipedia Page](https://fa.wikipedia.org/wiki/%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D8%B9%D9%84%D9%81_%D9%87%D8%B1%D8%B2_%D9%85%D9%87%D8%A7%D8%AC%D9%85)
57 |
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