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Spark-based dbscan clustering algorithm from scratch

License: Apache License 2.0

Python 100.00%
clustering dbscan machine-learning mapreduce spark

dbscan-pysprak's Introduction

Hi there ๐Ÿ‘‹

Thanks for visiting my GitHub!

Welcome! I'm Homayoun, a dynamic developer with a knack for quickly mastering new technologies. I specialize in automating tasks to boost productivity and streamline processes. With a versatile skill set across multiple domains, I thrive on learning and adapting to new challenges. If you're looking for a developer who can efficiently tackle new challenges and contribute to impactful projects, you're in the right place. Let's create something amazing together!

Educational Background

  • Master of Science in Computer Science (AI Engineering)
  • Bachelor in Software Engineering

Current Passion

๐Ÿ”ญ Currently, I am merging my AI knowledge with blockchain expertise to create solutions that benefit humanity's future. I'm actively participating in Dorahacks hackathons and would love to have you as a teammate!

NFT Awards

Here are some of my NFT accolades:

GitPOAP: 2022 Next.id Contributor GitPOAP: 2021 Gitcoin.co Web Contributor GitPOAP: 2020 Gitcoin.co Web Contributor
GitPOAP: 2022 Next.id Contributor GitPOAP: 2021 Gitcoin.co Web Contributor GitPOAP: 2020 Gitcoin.co Web Contributor

Mentionable Projects

Here are some of the projects I've worked on:

Repository Description Skills/Platforms
Bitcloud-live A PaaS based on Kubernetes operators (mostly private repos) Networking & Security, Kubernetes, Golang, DevOps, Ansible, Containers, Infrastructure
Tellor Node Tellor blockchain node in Golang (now archived) Blockchain, Ethereum, Golang
Arklib Ark-Builders core library Rust
Golem-CI Mentioned in this Golem Network blog post Python
WNFS Utils Original contributor of the project Rust, IPFS, DAG
WNFS Android rs-wnfs library interface for Android devices (original contributor) Rust+Kotlin
WNFS iOS rs-wnfs library interface for Apple devices (original contributor) Rust+Swift
Bluzelle-Py A Python client for the Bluzelle network Python
HumanCaptcha Telegram Bot One of the main contributors (RIP) Python
Diadata Contributions Contributions as a bounty hunter Golang
Go-Fula Project Decentralized file storage Golang, IPFS, Blockchain, Networking

Feel free to explore my repositories and projects. I'm always open to collaboration and new opportunities. Let's make something incredible together!

dbscan-pysprak's People

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dbscan-pysprak's Issues

Calculating D_min sub code and the subsequent code snippet is not working

D_min is not executing properly and it is giving some error like this:
Py4JJavaError: An error occurred while calling z:org.apache.spark.api.python.PythonRDD.collectAndServe.
: org.apache.spark.SparkException: Job aborted due to stage failure: Task 7 in stage 23.0 failed 1 times, most recent failure: Lost task 7.0 in stage 23.0 (TID 55, localhost, executor driver): org.apache.spark.api.python.PythonException: Traceback (most recent call last):
Can you please give me a solution

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