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hist_thresh

horizontracker

data-driven seismic horizon tracking using non-local dynamic time warping

icrar_album

Some pictures taken while at ICRAR

imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

kddcup2021-citybrainchallenge-starter-kit

kerasquantilemodel

Quantile Regression using Deep Learning. An alternative to Bayesian models to get uncertainty.

learning-to-optimize-arxiv

The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading notes.

learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (arXiv Pre-print)

leuvenmapmatching

Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.

mask_challenge

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mhe

Least-squares horizons with local slopes and multi-grid correlations

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

mtgnn

multi-echelon-inventory-optimization

multi-echelon inventory optimization with SimPy, SciPy, sklearn, and RBFOpt

network-design

This repository consists of code for project on supply and distribution network design. Different scenarios are modeled having different constraints on number and capacity of distribution centers.

or-gym

Environments for OR and RL Research

phys5511

plasticc-kit

Starter Kit for the Photometric LSST Astronomical Time-series Classification Challenge

predictive-maintenance-using-machine-learning

Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker

pyutil

Collections of code fragments

reconstruction-of-trajectory-recorded-with-missing-markers

This repository deals with analyzing various Neural Network approaches and finding the one with the most accurate reconstruction of motion captured trajectories recorded with missing markers in softwares like Vicon Nexus

rgz_rcnn

ClaRAN: A deep learning classifier for radio morphologies

rgz_rcnn_py3

rlexample

sagemaker-dashboards-for-ml

sagemaker-deep-demand-forecast

Using Deep Learning for Demand Forecasting with Amazon SageMaker

seal

Search Engines with Autoregressive Language models

seismic-deeplearning

Deep Learning for Seismic Imaging and Interpretation

seismic-transfer-learning

Deep-learning seismic facies on state-of-the-art CNN architectures