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Srihari Kolla's Projects

akka icon akka

Build highly concurrent, distributed, and resilient message-driven applications on the JVM

akka-http icon akka-http

The Streaming-first HTTP server/module of Akka

dabl icon dabl

Data Analysis Baseline Library

employee-attrition-aif360 icon employee-attrition-aif360

Walkthrough the data science life cycle with different tools, techniques, and algorithms. Use AIF360, pandas, and Jupyter notebooks to build and deploy a model on Watson Machine Learning.

ensure-loan-fairness-aif360 icon ensure-loan-fairness-aif360

A demonstration of the AI Fairness 360 toolbox for bias metrics, explanations, and remediation. Code Pattern: https://developer.ibm.com/patterns/ensuring-fairness-when-processing-loan-applications

interpretable-ml icon interpretable-ml

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

medium-blog-kafka-udemy icon medium-blog-kafka-udemy

Supporting repository for the blog post at https://medium.com/@stephane.maarek/how-to-use-apache-kafka-to-transform-a-batch-pipeline-into-a-real-time-one-831b48a6ad85

probability_cheatsheet icon probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

setup.py icon setup.py

📦 A Human's Ultimate Guide to setup.py.

showme icon showme

Quick application debugging and analysis for Python

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