chenwuperth

amazon-sagemaker-amazon-routing-challenge-sol

AWS Last Mile Route Sequence Optimization

amazon-accessible-rl-sdk

A2RL is a Python library for offline reinforcement learning

extending-the-context-length-of-open-source-llms

mlmax

Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many design choices.

3D-brain-segmentation

This is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" published at MDPI Applied sciences journal - https://www.mdpi.com/2076-3417/9/3/404 .

claran

ClaRAN - Classifying Radio Galaxies Automatically with Neural Networks

rgz_rcnn

ClaRAN: A deep learning classifier for radio morphologies

sagemaker-dashboards-for-ml

TSP_Transformer

Code for TSP Transformer

daliuge

The DALiuGE Execution Engine

chenwuperth/rgz_rcnn

ClaRAN: A deep learning classifier for radio morphologies

chenwuperth/sagemaker-dashboards-for-ml

chenwuperth/TSP_Transformer

Code for TSP Transformer

chenwuperth/attention-learn-to-route

Attention based model for learning to solve different routing problems

chenwuperth/awesome-transit

Community list of transit APIs, apps, datasets, research, and software :bus::star2::train::star2::steam_locomotive:

chenwuperth/Crash_course_on_RL

This is a self-contained repository to explain two basic Reinforcement (RL) algorithms.

chenwuperth/deeplogs

Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.

chenwuperth/explainerdashboard

explainerdashboard is a python package for generating analytical dashboards that explain the inner workings of so-called "blackbox" machine learning models.

chenwuperth/gym-anm

Design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.

chenwuperth/highway-env

A minimalist environment for decision-making in autonomous driving

chenwuperth/imbalanced-semi-self

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

chenwuperth/KDDCup2021-CityBrainChallenge-starter-kit

chenwuperth/Learning-to-Optimize-Arxiv

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

chenwuperth/learning-tsp

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

chenwuperth/LeuvenMapMatching

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

chenwuperth/minGPT

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

chenwuperth/MTGNN

chenwuperth/or-gym

Environments for OR and RL Research

chenwuperth/SEAL

Search Engines with Autoregressive Language models

chenwuperth/seismic-deeplearning

Deep Learning for Seismic Imaging and Interpretation

chenwuperth/seismic-transfer-learning

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

chenwuperth/seismiqb

Seismic data interpretation with deep learning

chenwuperth/SFD-CNN-TL

Seismic fault detection in real data using Transfer Learning from a Convolutional Neural Network pre-trained with synthetic seismic data -- Authors: Augusto Cunha, Axelle Pochet, Helio Lopes, Marcelo Gattass

chenwuperth/shap

A game theoretic approach to explain the output of any machine learning model.

chenwuperth/SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

chenwuperth/Software.SEG2020

Software for SEG2020 abstracts

chenwuperth/summarize-from-feedback

Code for "Learning to summarize from human feedback"

chenwuperth/tianshou

An elegant PyTorch deep reinforcement learning platform.

chenwuperth/Transformer_Time_Series

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)

chenwuperth/vllm-tgi

A high-throughput and memory-efficient inference and serving engine for LLMs customized for TGI container