46 results for “topic:optimization-techniques”
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
Accelerating Stochastic Programs using GPU arrays: Sizing a grid-scale energy park
Primal-Dual algorithm for smooth regularization of non-smooth optimization functions
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.
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A collection of optimization methods in engineering applications (OMEA), implemented in Python — including linear, nonlinear and constrained, with examples.
🔍 Explore curated resources on Reinforcement Learning with Verifiable Rewards (RLVR) and the reasoning limits of Large Language Models (LLMs).
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
Optimization Techniques Lab (MA39207)
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.
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.
Optimal damper placement in automotive mechanical suspension implemented using Bayesian Optimization (BO) and written in C++
HIV Data Simulation in Python (Master's Thesis Model)
HIV Data Simulation in R (Master's Thesis Model)
Numerical optimization coursework (AUTH ECE) — search methods, gradient-based algorithms, constrained optimization, and genetic algorithms in MATLAB.
Lösung zur Grundwasserüberwachung mittels Ameisenkolonieoptimierung (Solution for groundwater monitoring using ant colony optimization)
This repository contains Python implementations of the Simulated Annealing optimization algorithm. It includes two Colab notebooks — one that evaluates Simulated Annealing across 55 benchmark functions and another that focuses on a single test function (Ackley) — along with sample result files and documentation.
This project contains a sample ASP.NET Core app. This app is an example of the article I produced for the Telerik Blog (telerik.com/blogs)
in-depth analysis and comparison of eight leading in-memory subgraph matching algorithms, QuickSI, GraphQL, CFL, CECI, DP-iso, RI, and VF2++.
Using Bayesian optimization to design an optimal urban drainage network
Simple solutions for methods seen in optimization techniques, linear algebra
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.
An intelligent companion for astrophotographers to plan their imaging sessions based on location, equipment, and celestial conditions.
All codes related to Optimization Techniques using Matlab
A growing archive of my coding journey - notes, insights, bug battles, and learning in progress. Try debugging any of it ... if you can.
Apple App Store Assignment - 2