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Jeremy du Plessis's Projects

binary_search_trees icon binary_search_trees

In this second year Computer Science assignment, in the Data Structures module, our task was to compare the time complexity of the Binary Search Tree and AVL Tree search algorithms. The results are detailed in the 'report.pdf ' document.

blinker icon blinker

OpenAI Gym Wrappers for introducing active, partial observability

cleanrl icon cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

concurrency icon concurrency

In this second year Computer Science assignment, in the parallel computing and concurrency module, our task was to program the back end for a forrest-growth-simulator application. The primary objective was to ensure thread safety as the program accessed and updated the data structure, preventing deadlock, date races and bad interleaving.

deeprl_network icon deeprl_network

multi-agent deep reinforcement learning for networked system control.

hash_tables icon hash_tables

In this second year Computer Science assignment, in the Data Structures module, our task was to analyse the time complexity for the search algorithms of certain hash table data structures, and create a voter database search application making use of a hash table.

hopfield-networks icon hopfield-networks

A Collection of implementations and experiments using variants of the Hopfield network.

notebooks icon notebooks

Notebooks using the Hugging Face libraries 🤗

parallel-computing icon parallel-computing

In this second year Computer Science assignment, in the parallel computing and concurrency module, our task was to use a fork-join algorithm to create multiple threads in order to split the work of calculating total area of 1'000'000 tree canopies between multiple cores, analysing the effects of setting different sequential cutoffs for different data set sizes.

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