ashkspark

AM_Thermomechanical_Solver

A GPU Accelerated additive manufacturing coupled PDE simulation package

Cancer_Detection_Classifier

Cancer Detection Classifer: comparing KNN, SVM, NB, and CART

Clinical-Notes-NER

Named entity recognition on clinical notes (intern project EEH/Endeavor Health)

Credit-Card-Fraudlent

DBDT

Laser_Thermomechanical

Simple NumPy implementation of thermo-mechanical PDE for AM

The-Elements-of-Statistical-Learning-Python-Notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

thermal_additive_Layer-by_Layer

A simple code to analyze the thermal behavior of 3D additive manufacturing layer-by-layer model

Toroidal_inclusion

Nonlinear toroidal inclusions

Transformation_cloaking

Mathematical Transformation cloaking of Wave PDE

ashkspark/Transformation_cloaking

Mathematical Transformation cloaking of Wave PDE

ashkspark/DBDT

ashkspark/AM_Thermomechanical_Solver

A GPU Accelerated additive manufacturing coupled PDE simulation package

ashkspark/Cancer_Detection_Classifier

Cancer Detection Classifer: comparing KNN, SVM, NB, and CART

ashkspark/Clinical-Notes-NER

Named entity recognition on clinical notes (intern project EEH/Endeavor Health)

ashkspark/clinical-outcome-prediction

Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration

ashkspark/contextualbandits

Python implementations of contextual bandits algorithms

ashkspark/Fraud_Transaction_Detection_XGBoost

ashkspark/Laser_Thermomechanical

Simple NumPy implementation of thermo-mechanical PDE for AM

ashkspark/Spotify_Decision_Tree

Spotify dataset from Kaggle, predicting if the user like/dislike a particular song using a decision tree classifier

ashkspark/thermal_additive_Layer-by_Layer

A simple code to analyze the thermal behavior of 3D additive manufacturing layer-by-layer model

ashkspark/Toroidal_inclusion

Nonlinear toroidal inclusions

ashkspark/chemprop

Message Passing Neural Networks for Molecule Property Prediction

ashkspark/data-science-projects

A Collection of Data Science/ML Projects

ashkspark/deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

ashkspark/difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

ashkspark/Easy-Transformer

ashkspark/end2end-all-conv

Deep Learning to Improve Breast Cancer Detection on Screening Mammography

ashkspark/fashion_CNN_Object_Classification

CNN clothing item object classification

ashkspark/FinGPT

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

ashkspark/IMDb-Sentiment

IMDb movies reviewes negative/positive classification

ashkspark/mesh2d

MESH2D is a MATLAB-based Delaunay mesh generator for two-dimensional geometries.

ashkspark/nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

ashkspark/Neuron2Graph

Tools for exploring Transformer neuron behaviour, including input pruning and diversification.

ashkspark/NLP_Markov_Chain

Generating Sherlock Holmes style stories with Markov Chain

ashkspark/pyg_autoscale

Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch

ashkspark/TabLLM

ashkspark/tensorflow_chessbot

Predict chessboard FEN layouts from images using TensorFlow

ashkspark/the-art-of-command-line

Master the command line, in one page

ashkspark/word-embedding-creation

A project to create your very own word embeddings