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Abhinava Maddha's Projects

amaddha.github.io icon amaddha.github.io

Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.

chatbot icon chatbot

Chatbot using Python and Tensorflow

d3-workshop-1 icon d3-workshop-1

D3 Workshop Materials for Summer 2024 section of CS 571 at UMass Amherst

feature-selection icon feature-selection

Forward and Backward greedy selection for a house price prediction model. Assignment done towards the fulfillment of the course - Foundations of Data Science

geoquery-span-alignment icon geoquery-span-alignment

Forked repo for code for the NAACL 2021 paper Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention by Microsoft Semantic Machines.

giza-pp icon giza-pp

GIZA++ is a statistical machine translation toolkit that is used to train IBM Models 1-5 and an HMM word alignment model. This package also contains the source for the mkcls tool which generates the word classes necessary for training some of the alignment models.

hate_speech_detection_against_women icon hate_speech_detection_against_women

Implemented a classification model with hate-speech, targeted and aggressive tags specifically against women using tf-idf, CBOW, Glove and countvectorizer word embeddings, evaluated on Random forest and SVM architectures.

knn-text-review-classification icon knn-text-review-classification

A KNN model for classifying text reviews into binary 1 and -1 scores to indicate positive and negative sentiments with NLP text preprocessing, feature extraction, dimensionality reduction and k-fold cross validation.

navigationapp icon navigationapp

A navigation app for the visually impaired using YOLO and Raspi

nerf-det icon nerf-det

[ICCV 2023] Code for NeRF-Det: Learning Geometry-Aware Volumetric Representation for Multi-View 3D Object Detection

pid-simulation icon pid-simulation

Simulating the solution of first/second order ODE via scipy.integrate.odeint

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