PrithivirajDamodaran/Applied-ML-from-1st-principles

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PrithivirajDamodaran/Applied-ML-from-1st-principles

PrithivirajDamodaran

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Companion Repo for the book The Applied ML Field Manual, Prithiviraj Damodaran

Gramformer

A framework for detecting, highlighting and correcting grammatical errors on natural language text. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

Parrot_Paraphraser

A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

Styleformer

A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/casual, active/passive, and many more. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

FlashRank

Ultra-lite & Super-fast SoTA cross-encoder based re-ranking for your search & retrieval pipelines. Created by Prithivi Da, open for PRs & Collaborations.

ZSIC

Zero Shot Image Classification but more, Supports Multilingual labelling and a variety of CNN based models for a vision backbone by using OpenAI CLIP for $ conscious uses (Super simple, so a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

Alt-ZSC

Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

NLP-Experiments

NLP related python solutions and recipes I built

Jupyter Notebook

MQTTPush4Android

MQTT Push Notification Service for Android

vision-language-modelling-series

Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations

Jupyter Notebook

RealTimeNotification

AWS SNS Equivalent - LMAX Disruptor/MQTT/RabbitMQ/ based Real-time x-Platform Notification Framework

WhatTheFood

An intentionally simple Image to Food cross-modal search. Created by Prithiviraj Damodaran.

langid-benchmark

A benchmark of off-the-shelf models that detects language in text - Contributions welcome

Whatsapp--

A variant of whatsapp called "whatsapp--" with cassandra

AirportTaxiDemandPrediction

Airport Taxi Demand Forecast ML problem

Jupyter Notebook

VisionLanguageProgress

Repository to track the progress in V+L Multimodal Learning, including the datasets and the state-of-the-art of the current pre-trained models on various V+L tasks

ICECAGE

Image CEntric CAption Generation Evaluation

ATMFraudMonitor

CEP for Banking systems powered by Apache Flink

PrithivirajDamodaran

IndeedSalaryPrediction

Indeed Salary Prediction

Jupyter Notebook