Aditya Kumar Gupta

RNN Architecture

6

Implementation of the following RNN Architectures: - [x] ~~RNN~~ - [x] ~~LSTM~~ - [x] GRU Should be pushed into dl folder with **respective folder name** along with **requirements.txt** file.

Dimensionality Reduction Algorithms

9

Implementation of the following: - [x] Principal Component Analysis (PCA) - [x] Principal Component Regression (PCR) - [x] Partial Least Squares Regression (PLSR) - [ ] Sammon Mapping - [...

Perceptrons

13

Implementations of the following: - [x] ~~Perceptron~~ - [x] ~~Perceptron as AND operator~~ - [x] ~~Perceptron as NAND operator~~ - [x] ~~Perceptron as NOR operator~~ - [x] ~~Perceptron as NOT...

Maths

44

Implementation of the following in Python: - [x] Find volumes of various shapes (cube, cuboid, cone, right circular cone, prism, pyramid, sphere, circular cylinder) - [x] Zellers Congruence Algorithm -...

Edge Detection Documentation

6

Need proper README for the following: - [x] [Canny Edge Detection](https://github.com/geekquad/Image-Processing-OpenCV/tree/master/EdgeDetection/CannyEdgeDetection) - [x] [Prewitt Edge Detection](https://github.com/geekquad/Image-Processing-OpenCV/tree/master/EdgeDetection/PrewittEdgeDetection) - [x] [Sobel Edge Detection](https://github.com/geekquad/Image-Processing-OpenCV/tree/master/EdgeDetection/SobelEdgeDetection)

Affine Transformation

3

A README file for the same strictly following [Documentation Issue Guidelines](https://github.com/geekquad/Image-Processing-OpenCV/issues/137)

Implementation of Image Processing techniques

7

Implementation of the following Image Processing Techniques: - [x] [Template Matching](https://github.com/geekquad/Image-Processing-OpenCV/tree/master/TemplateMatching) - [x] [FLANN Matcher](https://github.com/geekquad/Image-Processing-OpenCV/tree/master/FlannFeatureMatcher) - [x] [Sift Algorithm](https://github.com/geekquad/Image-Processing-OpenCV/tree/master/SiftAlgorithm) - [x] [Meanshift Algorithm](https://github.com/geekquad/Image-Processing-OpenCV/tree/master/Meanshift)

Median Filtering

2

Implementation of the same.

Image Pyramiding

2

Implementation of Image Pyramiding technique.

The guidelines for documentation issues go here What you need for documentation: Heading of the algorithm Introduction : definition,history How Algorithms Works? : algorithms steps, ideas behind the algorithm Advantages...