optimization-techniques

ksm26/Efficiently-Serving-LLMs

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.

bhuvansun/primal-dual-optimization

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

Samya-S/Optimization-Techniques-Lab

Optimization Techniques Lab (MA39207)

zrabhi/FRACT-OL

KayvanShah1/pos-tagging-hmm-adversarial-learning

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

PacemakerX/codeForces-my-solutions

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.

diegolrs/TSP-Solver

This repository contains an implementation of the Traveling Salesman Problem (TSP) solver using C++. The TSP is a classic algorithmic problem in the fields of computer science and operations research. The goal is to find the shortest possible route that visits a set of cities and returns to the origin city, visiting each city exactly once.

fabjolakasaj/Neural-Style-Transfer

Neural Style Transfer as an optimization technique

Hariharan-SV/Scientific-Computing

Simple solutions for methods seen in optimization techniques, linear algebra

Nitinsurve24/Apple-App-Store-Assignment---2

Apple App Store Assignment - 2

scott-fisk/Self-Driving-Car-Engineering-Projects-Lane_finding

This repository contains a collection of projects focused on the development of self-driving car technology. The work demonstrates practical applications of key concepts in autonomous systems.

smetola/fract-ol

Descubre la programación 2D y el psicodélico universo de los fractales en este proyecto, utilizando la miniLibX.

udaisharma99/Human-Activity-Prediction

This project focuses on using sensor data to predict human activity and is based on the ExtraSensory dataset, created by Ph.D. students and staff at the Department of Electrical and Computer Engineering, University of California, San Diego.

ManikantaSanjay/CS257_Subgraph_Matching

in-depth analysis and comparison of eight leading in-memory subgraph matching algorithms, QuickSI, GraphQL, CFL, CECI, DP-iso, RI, and VF2++.

mohamedmahmoud97/optimization_Techniques

Implementation of three optimization techniques

Sai-Nandan-Desetti/Optimization-Techniques

Implementation of a few optimization algorithms

shreeyachatzz/Optimization_Techniques_Codes

All codes related to Optimization Techniques using Matlab