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Abhishek M Shivalingaiah's Projects

stacker icon stacker

Ensemble learning combining multiple regression models into a single regression pipeline

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

telemanom icon telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

test icon test

this is to show my wife how to create repo

time-series-ml icon time-series-ml

LSTM in vanilla Tensorflow for multivariate time series prediction - example used on US-econ big-5 (GDP, Inflation, Interest, FX, Labor)

tinyllama icon tinyllama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

tsensemble icon tsensemble

Code for the SGAI2017 submission "Ensembles of Recurrent Neural Networks for Robust Time Series Forecasting"

usn-app icon usn-app

UberSocialNet—applying the Lambda Architecture

workshop icon workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

xai_resources icon xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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