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Ashok Matta's Projects

actuarialdatascience icon actuarialdatascience

Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.

adanet icon adanet

Fast and flexible AutoML with learning guarantees.

advisor icon advisor

Open-source implementation of Google Vizier for hyper parameters tuning

analyzing-risk-of-chd-with-discriminative-nn icon analyzing-risk-of-chd-with-discriminative-nn

This project is part of a research paper that was presented as a poster at ICPRAM 2020. It highlights the use of discriminative neural networks to tackle the problem of class imbalance.

atspy icon atspy

AtsPy: Automated Time Series Models in Python (by @firmai)

autobazaar icon autobazaar

AutoBazaar: An AutoML System from the Machine Learning Bazaar

autoeda-resources icon autoeda-resources

A list of software and papers related to automatic and fast Exploratory Data Analysis

autofeat icon autofeat

Linear Regression Model with Automated Feature Engineering and Selection Capabilities

autogan icon autogan

[ICCV 2019] AutoGAN: Neural Architecture Search for Generative Adversarial Networks

autogbt icon autogbt

AutoGBT is used for AutoML in a lifelong machine learning setting to classify large volume high cardinality data streams under concept-drift. AutoGBT was developed by a joint team ('autodidact.ai') from Flytxt, Indian Institute of Technology Delhi and CSIR-CEERI as a part of NIPS 2018 AutoML for Lifelong Machine Learning Challenge.

autogl icon autogl

An autoML framework & toolkit for machine learning on graphs.

autogluon icon autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

autoimpute-1 icon autoimpute-1

An autoencoder based imputation of the sparse single cell RNA-seq data.

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