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mindsdb

MindsDB is a Server for Artificial Intelligence Logic. Enabling developers to ship to production AI powered projects (from the latest LLMs, vector operations, state of the art time-series forecasting to Machine Learning) in a fast and scalable way.

mnist-digit-recognition

The popular MNIST dataset is used for the digit recognition task using different machine learning algorithms such as KNN and SVM with HOG features. A simple feed-forward neural network is also used for comparison with the machine learning models. A detailed report in IEEE format is also provided.

multivariate-linear-regression

Linear Regression with multiple variables is implemented to predict the prices of houses using the size of the house (in square feet) and the number of rooms as features. Suppose you are selling your house and you want to know what a good market price would be.

observer-design-pattern

Observer pattern is used when there is one-to-many relationship between objects such as if one object is modified, its dependent objects are to be notified automatically. Observer pattern falls under the behavioral pattern category.

olubalance

olubalance is a personal finance tool to balance and reconcile your bank accounts

paper_trail

Track changes to your rails models

protection-proxy-design-pattern

The repository contains an implementation of the Proxy design pattern. Proxy is a structural design pattern that lets you provide a substitute or placeholder for another object. A proxy controls access to the original object, allowing you to perform something either before or after the request gets through to the original object.

python

All Algorithms implemented in Python

rubiks-cube-solver

Solving the Rubik's Cube using three different search strategies including Iterative Deepening Search, A Star Search, Iterative Deepening A Star Search. The searches were compared in terms of: Number of nodes expanded and Optimality.

rubikscube

service-catalog

shardingsphere

Ecosystem to transform any database into a distributed database system, and enhance it with sharding, elastic scaling, encryption features & more

state-design-pattern

The state is a behavioral design pattern that lets an object alter its behavior when its internal state changes. It appears as if the object changed its class.

string-formation-using-genetic-algorithm

Implementation of genetic algorithm which generates a particular string given as input. It involves Population Initialization, Parent Selection, Crossover, and Mutation.

the-game-of-hex

An AI agent is created which plays the game of Hex using min-max and alpha-beta pruning to best his human counterparts. The AI moves are evaluated using the evaluation function in which different heuristics are used to select the best move. The alpha-beta pruning helps in finding the best move faster.

univariate-linear-regression

Linear Regression is implemented to identify the relationship between the profit of a bakery and the population of different cities. The main objective is to find the next city in which a new outlet should be opened.

virtual-proxy-design-pattern

The virtual proxy design pattern is used to preserve memory from being allotted to an object that may not be used in the future. Until the object is not used, a light copy of the object is created and shown to the user.

world-clock-application

An Android Application that shows updated times of 424 cities of the World. The user can select cities as favorite to track their current times.