tsultan16 Goto Github PK
Name: Tanzid Sultan
Type: User
Company: University of Melbourne
Bio: Aficionado of scientific computing, physics, machine learning and a variety of other things.
Location: Melbourne
Tanzid Sultan's Projects
mpi_practice
Some of my old fortran code for practicing MPI
naive_bayes
Python implementation of a Naive Bayes classifier
neural_nets
Neural network implementations from first principles (including MLP, CNN, RNN)
nlp
A (growing) collection of NLP algorithms that I started studying and implementing over summer break.
openmp_practice
Some C code for my OpenMP practice
plasma_pic_simulations
Electrostatic and Electromagnetic Plasma Particle-in-Cell simulations implemented in FORTRAN
poisson_solvers
Assortment of iterative solvers for the 2D Poisson's equation (or any general system of linear equations)
postgres
Fork of mirror of the official PostgreSQL GIT repository.
prml
PRML algorithms implemented in Python
python_mhd_file_io
Python IO routines for reading binary dumps from Wombat MHD
randomized_treaps-an_experimental_study
Assignment 1 repo for advances algorithms and data structures subject, UniMelb Semester 1 2024
reinforcement_learning
Playing around with basic Q learning algorithms for solving Markov decision processes
sorting_algorithms
Python implementations of some basic sorting algorithms
tensorflow_developers_certificate_coursera
My assignment solutions for the TF developers cert. course from coursera
test_particles
3D test particle motion in arbitrary electromagnetic field with 5th order Runge-Kutta time-integration
tracer_analysis
Some wavelet analysis tools for tracer particles embedded in 3D MHD fluid flows
transformer_language_models
Playing around with some simple language models: bigram, mlp, transformer decoder (GPT) and encoder (BERT), etc. Based on Andrej Karpathy YouTube tutorials.
two_sum_problem
Implementations of some algorithms for solving the two-sum problem (part of assignment from COMP90038)
youtube_comments_scraper
A NodeJS app that uses puppeteer to autonomously navigate a youtube video page and scrape for the video title, description, comments and other data
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