A summary of code optimization techniques and methods

Boost Valheim's FPS to forge a smoother Viking journey!

Learn the ins and outs of efficiently serving Large Language Models (LLMs). Dive into optimization techniques, including KV caching and Low Rank Adapters (LoRA), and gain hands-on experience with Predibase’s LoRAX framework inference server.

CSDLO6021: Machine Learning [ML] | TE Semester VI | Computer Engineering

Agentic Code Optimization For Better Coding Agent Experience

Example implementation of a cpp web server which handles as many incoming connections as possible.

A dynamic Predictive Maintenance system that auto-detects dataset type and uses ANN for failure classification and LSTM for RUL forecasting. Optimized with Adam and Early Stopping, the project includes a Streamlit web interface for real-time model training and machine health predictions.

Accelerating Stochastic Programs using GPU arrays: Sizing a grid-scale energy park

Primal-Dual algorithm for smooth regularization of non-smooth optimization functions

A collection of optimization methods in engineering applications (OMEA), implemented in Python — including linear, nonlinear and constrained, with examples.

Statistical Modeling for Combinatorial Response Data

Optimization Techniques Lab (MA39207)

This repository contains the implementation of a Part-of-Speech (POS) tagging system using Hidden Markov Models (HMMs) along with various decoding techniques and adversarial training strategies for sequence labeling tasks. Project for course DSCI 599 - Optimization Techniques for Data Science, Fall 2023

This repository contains my solutions to various Codeforces contest problems, showcasing problem-solving skills in competitive programming. Each submission includes contest IDs, problem names, solution timestamps, and a performance analysis on execution speed and memory usage.

Numerical optimization coursework (AUTH ECE) — search methods, gradient-based algorithms, constrained optimization, and genetic algorithms in MATLAB.

HIV Data Simulation in R (Master's Thesis Model)

HIV Data Simulation in Python (Master's Thesis Model)

Optimal damper placement in automotive mechanical suspension implemented using Bayesian Optimization (BO) and written in C++

This repository contains my solutions to various problems from Codeforces contests, aimed at improving problem-solving skills in competitive programming. Each submission is stored with detailed information, including contest IDs and problem names, making it easy to track progress and learn from past solutions.