delongmeng Goto Github PK

a-route-planner

A route planner based on the A* algorithm, like the one used in Google Maps, to calculate the shortest path between two points on a map.

aws-hpc-tutorials

aws-parallelcluster

AWS ParallelCluster is an AWS supported Open Source cluster management tool to deploy and manage HPC clusters in the AWS cloud.

aws-parallelcluster-cookbook

The Chef cookbook used to build and bootstrap AWS ParallelCluster

aws-parallelcluster-node

aws-parallelcluster-node is the python package installed on the Amazon EC2 instances launched as part of AWS ParallelCluster

aws-parallelcluster-user-guide

The open source version of the AWS ParallelCluster User Guide.

blockchain

implemented a blockchain structure based on a linked list

checkstyle

Checkstyle is a development tool to help programmers write Java code that adheres to a coding standard. By default it supports the Google Java Style Guide and Sun Code Conventions, but is highly configurable. It can be invoked with an ANT task and a command line program.

chicago_food_inspection

Cleaned the public Chicago Food Inspection dataset, and built a SQLite database to store the data for queries.

coffeemaker

deep-learning-healthcare

deep learning projects for healthcare applications using CNN, RNN, attention mechanism, memory network, and graph representation, etc.

dl4h-refdnn

Deep Learning for Healthcare. This is a deep learning reproduction study for the RefDNN cancer drug resistance prediction model.

http_router

huffman_coding

implemented a Huffman tree based on a min-heap

image_classifier

An image classifier trained to recognize flower species, based on a VGG or Alexnet neural network. PyTorch transfer learning. Deployment through AWS Elastic Kubernetes Service (EKS).

image_transform

lru_cache

Least Recently Used Cache built with a dictionary containing a doubly linked list

machine-translation-llm-finetuning

Fine-tune Hugging Face t5 model for machine translation

movielense_recommendation

MovieLense recommendation using different algorithm and web app deployment

ngs_del_dup_detection

NGS-based assay for deletion/duplication detection in high sequence homology regions

nlp_label_extraction

Natural Language Entity Extraction from clinical reports and Question Answering Using BERT

parallelcluster-fairseq-roberta-p3

Distributed Machine Learning with ParallelCluster

parallelcluster-hf-bert-pretraining-p5

Distributed Large Language Model Pre-training Using ParallelCluster and AWS EC2 P5 Instances

parallelcluster-neuron-bert-trn1

Distributed Large Language Model Pre-training Using ParallelCluster and AWS Trainium Instances

projects

A collection of over 20 statistics/machine learning/deep learning projects, spanning computer vision, NLP, generative AI, traditional ML, clinical analysis, etc..

quarkus

Quarkus: Supersonic Subatomic Java.

quarkus_test_issue18727

quarkus_test_issue20928

singlecellanalysis

Single Cell RNA and Protein Profiling

sudoku_haskell