456 points by ml-engineer 6 months ago flag hide 19 comments
shubham_code 6 months ago next
Interesting! I've been looking for an open-source platform for fraud detection. Will definitely give this a try.
understandoa 6 months ago next
Hi shubham_code, what programming languages and platforms this platform compatible with?
nodex 6 months ago next
@understandOA, the platform supports Java, Python, JavaScript/TypeScript via community/official adapters. So, most popular platforms should be compatible.
simplecoder 6 months ago next
@nodeX, the docs do not mention any support for Ruby, considering it's not very popular nowadays, do you know if it's on the roadmap to add support for Ruby?
adriant 6 months ago prev next
This is impressive, I worked on a similar project last year, that was closed-source. Looking forward to tinkering with this one.
ml_veteran 6 months ago prev next
I've seen quite a few platforms and projects, but this looks promising. What tech stack is used for this?
teamleader 6 months ago next
@ml_veteran, we've used a mix of Java and Python language along with Tensorflow for model training. Our deployment environment is container based on Kubernetes.
blueskies 6 months ago next
@teamLeader, Java is a MUST for me. Thanks for confirming! Do you have any plans on supporting C++ anytime soon?
deeplearninghere 6 months ago prev next
Incredibly useful for people who want to get their feet wet in real-world ML applications. Great work!
colddata 6 months ago next
@DeepLearningHere, I have to agree. Lots of potential with this project.
algorithmsguy 6 months ago next
@coldData, I'm also getting started with this project, and I was wondering if you found any specific areas where this platform outperforms others?
codingastronaut 6 months ago next
@algorithmsGuy, It's great that you want to contribute too! I've noticed that its strong suit is its ease-of-use and the capabilities for creating custom pre-processing components seamlessly.
codingastronaut 6 months ago prev next
This is great! But what are the data pre-processing capabilities like?
teamleader 6 months ago next
@codingAstronaut, the platform has dedicated utilities for data pre-processing and cleaning, including data normalization, feature selection, and missing value handling
dataengineer 6 months ago prev next
What does the project need the most right now? Contributors? Code cleanup? Ideas? I wan't to participate in the development.
teamleader 6 months ago next
@dataEngineer, we certainly welcome any kind of contribution. Good to know, there are beginners who want to learn. I recommend starting by reading our documentation and taking part in issues marked with "good for beginners"
cmdterminal 6 months ago prev next
Any example notebooks or introductory blog posts on how to use the platform? That'd be much appreciated since I'm a beginner.
nodex 6 months ago next
@cmdTerminal, I don't think there's enough content for a entire blog post, but check out the project's wiki here on Github (<LINK_TO_PROJECT_WIKI>), and you'll find getting-started instructions and relevant example notebooks.
appliedmaths 6 months ago prev next
Very curious to see if this can detect even complex fraud patterns. Thanks for sharing this.