nataliepham6720 Goto Github PK

38-616_cnn_hw2

38616_self-implemented_nn

cmu_38615

Computational Modeling, Statistical Analysis & Machine Learning

diffusion-based-pinn

PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction".

fall2022-final-project

Data munging with HuBMAP/Dashboards with the Brain Image Library

fine_art_classification

health-survey-risk-factors

Our class project on evaluating a health survey dataset from kaggle. We'll try EDA, feature selection, perform +evaluate different ML models, and visualize results. Dataset: Behavioral Risk Factor Surveillance System Analysis

kan

Kolmogorov Arnold Networks

mamba

mpi_laplace

Solve a Laplace Equation Using Parallel Computing

nataliepham6720.github.io

My personal website

optimization_gradient_descent

Survey Gradient Descent Methods for Optimizing the Optimal Control Problem

pdebench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

python-get-forecast

Get Pittsburgh's nightly forecast from the National Weather Service

python-large-fake-dataset

Just an exercise with a large TSV that can be searched using Dask/Pandas

python-leetcode

Assignment that includes Leetcode exercises.

python-netflix-2001

Assignment using Netflix Dataset 2021

rom_pde

Reduced-order Modeling and Neural Network approach for time-dependent PDEs

vimamba

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model