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blog

Blog for adding posts

book-recommender

Books recommendation system based on collaborative filtering machine learning algorithm.

callbreak-recorder

Here, we can record the points scored in callbreak. In the world where everything is digitized, why not to make recording of the points in call-break too digitized?

covid-data

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

data4nepal

decison-tree-scratch

Decision tree machine learning algorithm written from scratch.

determinant-calculator

Finds determinant of the matrix by using co-factors.

digit-recognizer

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

e-album

Instagram type e-album made using PHP and MySQL

engineering_database

Records simple attributes of engineer in a project

facebook-crawler

Crawler to crawl Facebook and export name of all the friends as well as name of at-the-time online friends.

fuzzy-matcher

gauss-jordan-inversion

Script to find inverse matrix using Gauss-Jordan method

gaussian_elimination

Gaussian elimination method to solve the system of linear equations

gender_classifier

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

gis-statistics

Generation of two statistic values based on GIS features.

hootenanny_test

india-shapefiles

Shapefiles for different admin units of India

ipl-estimator

Calculates the probability that each team makes into playoff based on some assumptions.

iris-analysis

Analyzing Iris dataset

kmeans-image-segmentation

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

linear-approximation-model

Linear model approximating non-linear functions using first order derivative

linear-regressor

Simple linear regression program

linear_system_solver

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

linear_system_solver_ii

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

logistic-regressor

Logistic regression program to do binary classification using sigmoid function.

magic-square

Python script to generate odd dimension magic square

ml_drm_slides

Slides of the presentation given at Spirathon AI Conference, Bougainvilla Events

modis-hlrd

Identify High Latitude Dust in given MODIS imagery

move-tac-toe