Learn how to implement a Bidirectional LSTM model for Named Entity Recognition using PyTorch and GloVe embeddings, inspired by the CoNLL-2003 dataset. This tutorial covers architecture, training, and evaluation with practical code examples.
Bidirectional LSTMNamed Entity RecognitionPyTorch NER tutorialGloVe embeddingsCoNLL-2003 dataset
Learn how to tackle COMP4161 Assignment 3 on heap tree verification using Isabelle and AutoCorres. This guide covers tree-sorted invariants, heap-tree-push proofs, and C verification with real-world analogies from AI and gaming.
COMP4161 assignment 3heap tree verificationIsabelle proof assistantAutoCorres tutorialsoftware verification
Learn how to safely delete the current song in a C++ Playlist Manager lab, handling head, tail, and middle cases while updating pointers, stacks, and queues to avoid memory leaks and dangling pointers.
C++ playlist managerdoubly linked list deletionsafe deletion C++stack queue cleanupmemory management C++
Learn how to parse a 2D grid map from a text file, validate game maps, and implement movement logic for a retro arcade game using C++ and object-oriented design.
C++ game map tutorialarcade game developmentgrid-based pathfindingparse map file C++validate game map
Learn how to write and read C structs to both text and binary files with this step-by-step tutorial. Perfect for completing Assignment #12 in Computer Science 1081.
C struct to binary fileCS 1081 assignment 12C file I/O tutorialwrite struct to file in Cbinary file serialization C
Learn how to collect WiFi traffic data, analyze retransmissions, and apply machine learning to predict packet retransmissions in this COMP4336 project tutorial.
Learn run-length encoding (RLE) for image compression through hands-on examples with pixel art. Master encoding, decoding, hex conversion, and menu-driven programs in this comprehensive tutorial.
run-length encodingRLE compressionimage compression tutorialpixel art encodingCOP3504c project
Explore how abstraction layers in computer architecture impact power, performance, and area. This tutorial covers ISA, microarchitecture, and tradeoffs using multiplication examples, with timely analogies to AI accelerators and gaming consoles.
abstraction computer architectureISA vs microarchitectureCDA 4205L lab 2RARS multiply assemblypower performance area tradeoffs
Learn how to build a Python program that calculates total home square footage using functions and function composition. This guide walks through prompt_user, room_square_feet, and main functions with clear examples.
Learn how to build a modular Java application using the MVC pattern, interfaces, and dependency injection by creating a Munro quiz app. Hands-on tutorial for COMPSCI5092.
Explore three advanced data structures—Fibonacci Heap, Van Emde Boas Priority Queue, and Splay Tree—and learn how to benchmark them with 10 million data points in Python. Includes complexity analysis, code setup, and plot interpretation.
advanced data structuresFibonacci HeapVan Emde BoasSplay Treebenchmarking algorithms
