Dylan Loader's repositories
AMLSim
The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing machine learning models and graph algorithms. We welcome you to enhance this effort since the data set related to money laundering is critical to advance detection capabilities of money laundering activities.
Assorted-Porfolio-Projects
An assortment of random standalone projects of various types
blog_code
A repo for holding example code
cleora
Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.
conjugate_glmm
Simulation code for my Biometrika paper "Analysis of grouped data using conjugate generalized linear mixed models"
grok-my-cv
A repo for learning NLP to generate cover letters.
hands-on-llms
A space for working on smaller llm code blogs and tutorials
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
lazy-cv
A repo for generating materials related to my job search
m2pi-novion-project
A project on green infrastructure monitoring as part of the M2PI workshop offered through PIMS
m2pi22
Data analysis tools for Math 2 Power Industry workshop By George Lee @Uvic
mlops-zoomcamp
Free MLOps course from DataTalks.Club
nn-zero-to-hero
Working space to chip away at Andrej Karpathy's Zero to Hero NN series.
notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
PaySim
Financial Simulator of Mobile Money Service
PaySim-1
Fork of https://github.com/EdgarLopezPhD/PaySim
statistics-601-ML-ucalgary
Repository for statistics 601 (Applications of Machine Learning)
Stonk-Development-Programs
A totally normal stock analysis dashboard project for visualizing trading approaches
TabFormer
Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
transformers-with-huggingface
A repo for H2O.ai study group for the book "Natural Language Processing with Transformers"
tutorial-hell
A space for all the tutorial projects that follow closely to the tutorial material (organized by source)
zipline
Zipline, a Pythonic Algorithmic Trading Library