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Gaurav Kumbhat's Projects

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

aix360 icon aix360

Interpretability and explainability of data and machine learning models

alchemy-logging icon alchemy-logging

Application logging libraries with consistent semantics across c++, python, typescript, and go

fms-guardrails-orchestrator icon fms-guardrails-orchestrator

Orchestrator server for invocation of detectors and application of various guardrails detections on text generation input and output

import-tracker icon import-tracker

Python utility for tracking third party dependencies within a library

jtd-to-proto icon jtd-to-proto

Python utility project to provide interoperability between JSON Typedef and Protobuf

keras-ocr icon keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

nyc icon nyc

the Istanbul command line interface

primeqa icon primeqa

The prime repository for state-of-the-art Multilingual Question Answering research and development.

repo-badges icon repo-badges

:star: use repo badges (build passing, coverage, etc) in your readme/markdown file to signal code "quality" in a project.

sequence_tagging icon sequence_tagging

Sequence Tagging and Named Entity Recognition with Tensorflow (LSTM + CRF)

serving icon serving

A flexible, high-performance serving system for machine learning models

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

trl icon trl

Train transformer language models with reinforcement learning.

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