Rafat Hasan's Projects
Explore and compare 7z compression benchmarks on popular platforms (Colab, Kaggle, i9-9900K) to assess performance variations across diverse computing environments.
A star is a graph traversal and path search algorithm, which is used in many fields of computer science due to its completeness, optimality, and optimal efficiency.
AstroNvim is an aesthetic and feature-rich neovim config that is extensible and easy to use with a great set of plugins
š©āš»šØāš» Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
A list of awesome beginners-friendly projects.
Branch and bound (BB) is an algorithm design paradigm for discrete and combinatorial optimization problems, as well as mathematical optimization. A branch-and-bound algorithm consists of a systematic enumeration of candidate solutions by means of state space search.
COMS W3157: Advanced Programming, Introduces to C programming language and Unix systems programming. Also covers Git, Make, TCP/IP networking basics, C++ fundamentals.
The virtualization shows the strategy to avoid the spread of COVID-19. eg. social distancing, isolation etc.
CSC 317: Numerical Methods introduces to modern numerical approximation techniques. Topics include floating point computation, accuracy and errors, solutions of single variable equations, interpolation, polynomial approximation, numerical differentiation and integration, methods for solving single variable equations and systems of linear equations.
CSC 416: Distributed Database Systems, A detailed study of advanced topics on relational database theory, query processing and optimization, recovery techniques, concurrency control, data fragmentation, replication, security and integrity of distributed database systems.
Admission Prediction System: Neural network-based tool for automating student evaluation and improving outcomes.
CSE203: Data structure is a data organization, management, and storage format that is usually chosen for efficient access to data taught on CSE203: Data Structures in Spring, 2018.
CSE211: Algorithms are techniques and principles of designing for solving real-life problems including divide-and-conquer and greedy algorithms.
CSE 213: Object-Oriented Programming introduces the concepts of object-oriented programming to students with a background in the procedural paradigm. Design principles and patterns of modularity and abstraction in object-oriented programming are discussed in detail.
CSE 303: Database Management, An introduction to database design and the use of database management systems. The course includes detailed coverage of the development process, database architectural principles, relational algebra and SQL using Oracle or SQL Server.
I have made this app in angular to learn basics and get comfortable with the environment.
A trimap free approach to portrait image matting using DeepLabv3+ with asymmetric decoders and shared encoder architecture.
"Hands-on Deep Learning Workshop: Session 2 - Code Management. Python, PyTorch, and PyTorch Lightning. Explore data handling, model training, and CLI integration. š #DeepLearning #CodeManagement"
Easy to use DICOMWEB enabled PACS with DIMSE services based on sqlite database
it contains my day to day essential commands that sometimes my brain can't process.
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Fund at First Sight: A university scraping tool made for Graduate Students who are in search of Professors for Research Assistant position.
Learning Git and Github for Open Source Collaboration
Free GRE Preparation Material
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Google IT Automation with Python Professional Certificate - Practice files
Harnessing the Power of the GPU (CUDA) to Accelerate Jacobi Algorithm to solving System of Linear Equation and Benchmarking the Parallel Level Speedup. The Program is written in C and compiled with NVIDIA CUDA Compiler.
ML-Containerd is a Dockerized environment for Machine Learning development, featuring PyTorch with CUDA, Jupyter, Code-Server, and TensorBoard. Use this repository to quickly and easily set up a local development environment for ML projects.
A python PACS server which runs on port 11112 and can be linked to other H.I.S like Orthanc
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent