Discover @Taaniya Open Source projects

Taaniya Arora (@Taaniya)

Taaniya

Stars
49
Global Rank 346,182 (Top 12 %)
Followers 23
Following 25
Registered almost 8 years ago
Most used languages

Jupyter Notebook
94.1 %

Python
5.9 %
Location 🇮🇳 India
Country Total Rank 12,657
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Jupyter Notebook
927

Stock-Price-Returns-Prediction

This repository contains solution for prediction of stock price returns

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smart-parking-system-with-computer-vision

This repository contains the solution for determining available spots in parking lots from captured images

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bert-for-sentiment-classification-pytorch

This repository contains notebooks & python scripts for fine tuning BERT for sentiment classification task

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bayesian-statistics-coursera

This repository contains work on Coursera course - Bayesian Statistics including the experiments run for conceptual understanding, links that I found useful for reference and assignment and quiz solutions.

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vector-algebra-for-nlp

This repository contains work on Linear Algebra in the field of Natural Language Processing & Understanding

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Coding-Problem-Solutions

Solutions to problems in Data Structures & algorithms for competitive programming and algorithms forming basics for ML, AI and large scale Tech Systems

Time-series-analysis

This repository contains codes and notebooks for Time series analysis

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Transformers-architecture

This repository contains codes and Jupyter notebooks exploring Transformers architecture

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coursera-improving-deep-neural-networks

This repository contains work done during course on Coursera for Improving Deep Neural Networks

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machine-learning-algorithms

This respository contains code for various phases of an ML pipeline for any data science project

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reading-comprehension-task-with-LLM

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quora-question-pairs-kaggle-challenge

This repo contains work for Quora Question Pairs data

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explore-tpot-automl

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natural-language-understanding

This repository contains code snippets that will experimentally prove some intuitions that we generally expect an ML model might behave like.

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sentence-embeddings-with-sbert

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loss-functions-in-ML

This repository implements & explores Loss functions in Machine Learning & Deep Learning

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exploring-gpt2-language-model

This repository contains notebooks and pipelines exploring internal working of GPT2, visualization of its embeddings, its capabilities for different NLP tasks - text completion, classification, reading comprehension etc.

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