Optimization Techniques Lab (MA39207)
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Updated
Oct 21, 2024 - C++
Optimization Techniques Lab (MA39207)
Descubre la programación 2D y el psicodélico universo de los fractales en este proyecto, utilizando la miniLibX.
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.
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.
Boost Valheim's FPS to forge a smoother Viking journey!
Apple App Store Assignment - 2
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.
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.
All codes related to Optimization Techniques using Matlab
Primal-Dual algorithm for smooth regularization of non-smooth optimization functions
in-depth analysis and comparison of eight leading in-memory subgraph matching algorithms, QuickSI, GraphQL, CFL, CECI, DP-iso, RI, and VF2++.
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
Implementation of a few optimization algorithms
Neural Style Transfer as an optimization technique
Simple solutions for methods seen in optimization techniques, linear algebra
Implementation of three optimization techniques
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