LeyliG
A highly motivated graduate student with comprehensive mathematical modeling & analytical skills. Strong interest in statistical modeling & data science.
Pinned Repositories
ds4se
Data Science for Software Engieering (ds4se) is an academic initiative to perform exploratory analysis on software engineering artifacts and metadata. Data Management, Analysis, and Benchmarking for DL and Traceability.
Independent-Learning
This repo is for materials used and created for self-learning purposes
LeyliG.github.io
My personal web page
LiberiaInfraConflict
Parks,Bunte,Gbala - Liberian Conflict
Melanoma-Detection-CNN-Project
CNN_Skin_Cancer
Projects
pytorch-adda
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
School-work
This repo is for solutions and code for the problems assigned as part of my graduate level classes or related learning experiences
Ultra-Fast-Lane-Detection
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
LeyliG's Repositories
LeyliG/ds4se
Data Science for Software Engieering (ds4se) is an academic initiative to perform exploratory analysis on software engineering artifacts and metadata. Data Management, Analysis, and Benchmarking for DL and Traceability.
LeyliG/Independent-Learning
This repo is for materials used and created for self-learning purposes
LeyliG/LeyliG.github.io
My personal web page
LeyliG/Melanoma-Detection-CNN-Project
CNN_Skin_Cancer
LeyliG/Projects
LeyliG/pytorch-adda
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
LeyliG/Ultra-Fast-Lane-Detection
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
LeyliG/WiDS_Datathon_2021
Repo for the code and material related to the WiDS Datathon 2021 competition on Kaggle: https://www.kaggle.com/c/widsdatathon2021
LeyliG/School-work
This repo is for solutions and code for the problems assigned as part of my graduate level classes or related learning experiences
LeyliG/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
LeyliG/CausalAnalysisTutorial
Tutorial for end-to-end causal analysis from causal discovery to causal inference. causica, lingam and econml are the main libraries used for the tutorial.
LeyliG/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
LeyliG/copilot-for-r
Copilot for R, a supporting repository for a presentation
LeyliG/data-science-interviews
Data science interview questions and answers
LeyliG/detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
LeyliG/Econ5305
Files used for Econ 5305 - Forecasting class at the Seattle University, Spring quarter 2023
LeyliG/galeras-benchmark
Benchmarking Causl Study to Interpret Large Language Models for Source Code
LeyliG/hitchhikers-guide
The Hitchhiker's Guide to Data Science for Social Good
LeyliG/Keras-Reinforcement-Learning-Projects
Keras Reinforcement Learning Projects published by Packt
LeyliG/learn-more-python-the-hard-way-solutions
LeyliG/LeyliG
LeyliG/mlforpublicpolicylab
Repo for ML for Public Policy Lab course at CMU
LeyliG/Model-Building-And-Validation
LeyliG/notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
LeyliG/PySIPmath
Contains all the scripts needed to do/transfer SIPs between platforms
LeyliG/quantium-starter-repo
Quantium starter repo
LeyliG/RStudioMeetup_FunctionalDataAnalysis
LeyliG/TimeSeriesForecasting_Python-
LeyliG/Ultra-Fast-Lane-Detection-v2
Ultra Fast Deep Lane Detection With Hybrid Anchor Driven Ordinal Classification (TPAMI 2022)
LeyliG/Ultrafast-Lane-Detection-Inference-Pytorch-
Example scripts for the detection of lanes using the ultra fast lane detection model in Pytorch.