Ashkan Golgoon's Projects
A GPU Accelerated additive manufacturing coupled PDE simulation package
Cancer Detection Classifer: comparing KNN, SVM, NB, and CART
Message Passing Neural Networks for Molecule Property Prediction
Named entity recognition on clinical notes (intern project EEH/Endeavor Health)
Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
Python implementations of contextual bandits algorithms
A Collection of Data Science/ML Projects
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
Deep Learning to Improve Breast Cancer Detection on Screening Mammography
Framework for Data-Driven Design and Analysis of Materials
Framework for Data-Driven Design and Analysis of Structures (F3DAS)
CNN clothing item object classification
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.
IMDb movies reviewes negative/positive classification
Simple NumPy implementation of thermo-mechanical PDE for AM
Fast MATLAB assembly of elastoplastic FEM matrices in 2D and 3D
MESH2D is a MATLAB-based Delaunay mesh generator for two-dimensional geometries.
An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process
The simplest, fastest repository for training/finetuning medium-sized GPTs.
An information-theoretic, all-scales approach to comparing networks
Tools for exploring Transformer neuron behaviour, including input pruning and diversification.
Generating Sherlock Holmes style stories with Markov Chain
Graph CNNs for population graphs
Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch