Suraj1127/digit-recognizer

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1
Language
Python
License
MIT License
Created over 5 years ago
Updated over 5 years ago

Suraj1127/digit-recognizer

Suraj1127

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Recognizes and predicts Hindu Arabic digit. Deep ANN written from scratch with SGD.

kmeans-image-segmentation

Image segmentation using K-means algorithm. The algorithm is implemented from scratch.

nepali-roman

Romanize the Nepali text to English alphabets

determinant-calculator

Finds determinant of the matrix by using co-factors.

book-recommender

Books recommendation system based on collaborative filtering machine learning algorithm.

Jupyter Notebook

linear-regressor

Simple linear regression program

linear-approximation-model

Linear model approximating non-linear functions using first order derivative

linear_system_solver

Solves the linear system Ax=0 giving solution as column space of a matrix

covid-data

COVID notebook to wrangle COVID related data from various sources, both for Nepal and global.

Jupyter Notebook

tic-tac-toe

Tic Tac Toe game using Minimax AI algorithm.

svd-image-compressor

Compresses the image using singular value decomposition.

gender_classifier

Octave/Matlab program to classify gender of Nepali names as male and female.

modis-hlrd

Identify High Latitude Dust in given MODIS imagery

Jupyter Notebook

linear_system_solver_II

Solves the linear system Ax=B as sum of null space of A and particular solution of the system.

ward-mapping-application

A small web application to access old structure to new structure ward-level mapping of Nepal.

logistic-regressor

Logistic regression program to do binary classification using sigmoid function.

nepal_wards_mapping

Contains ward level mapping of Nepal from pre-federal structure to post-federal structure