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Praveen's Projects

dla icon dla

Deep learning for audio processing

esc-50 icon esc-50

ESC-50: Dataset for Environmental Sound Classification

fma icon fma

FMA: A Dataset For Music Analysis

gformula icon gformula

The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.

grad-io icon grad-io

Graduate Empirical Industrial Organization

grf icon grf

Generalized Random Forests

inde-577_fall2022 icon inde-577_fall2022

This repository is a collection of projects in a graduate-level industrial engineering course, INDE 577: Data Science and Machine Learning, of Rice University in Fall 2022. This course focuses on the topics in data science and machine learning algorithms and python-based applications.

librosa icon librosa

Python library for audio and music analysis

moderndive_book icon moderndive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

nlp-cheat-sheet-python icon nlp-cheat-sheet-python

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

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