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Mukund Kalra's Projects

applying_eanns icon applying_eanns

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

auto-headcount icon auto-headcount

Backend for an automatic attendence system that counts number of people in a room.

k-means icon k-means

Rudimentary Application of Unsupervised Learning by applying the K-Means Clustering Algo from Scikit-Learn

keras-models icon keras-models

Implementaions of various DL NN models including CNN's, RNN's and AutoEncoders.

llm-webui icon llm-webui

User-friendly WebUI for LLMs (Formerly Ollama WebUI)

machine-learning-and-data-science icon machine-learning-and-data-science

This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.

pandas-cub icon pandas-cub

A Data Science Library - Clone of Pandas - Dubbed Pandas Cub

postgres-linkedin icon postgres-linkedin

Design and implemention of a database system for a Linkedin inspired social network.

regression icon regression

Digging into the regression algorithm, understanding it and coding it from scratch.

rl-dqn-server-optim icon rl-dqn-server-optim

Minismization of server cooling costs/electricity costs using Deep-Q Reinforcment Learning (DQ RL).

silicon-valley-btc icon silicon-valley-btc

The Bitcoin ALERT bot from Silicon Valley - now with more supported cryptocurrencies.

stuff icon stuff

a place to store interesting stuff

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