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affectintweets

Finding the intensity of emotions in tweets (SemEval 2018 Task 1 Participant)

aspect-based-sentiment-analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

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.

bert

TensorFlow code and pre-trained models for BERT

bert-for-sentiment-classification-pytorch

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

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

coursera-how-diffusion-models-work

This repo contains artifacts and notebooks from coursera project - how diffusion models work

coursera-improving-deep-neural-networks

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

cs231n.github.io

Public facing notes page

explore-t5-model

This repo contains notebooks and pipelines to explore internal working of T5 and its capabilities for different NLP tasks

explore-tpot-automl

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.

fastbook

The fastai book, published as Jupyter Notebooks

graph-analytics

This repository contains work on graphs for Machine learning

lecodeurspatial.github.io

llm-compression-optimization

loss-functions-in-ml

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

machine-learning-algorithms

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

machine-learning-books

mongodb-java-connectivity

This repository contains two java programs.One creates a connection with the database on the local machine and the other program connects to e remote MongoDB database.

named-entity-recognition

This repository contains project for working on Named Entity Recognition

natural-language-understanding

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

nlp-with-attention-models-coursera

nodejsapp

Getting Started with Node on Heroku

pose-estimation

predicting-earnings-for-new-games-with-tensorflow-nns

This repository contains the source code for building neural network using tensorflow to predict earnings for new games

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

quora-question-pairs-kaggle-challenge

This repo contains work for Quora Question Pairs data

reading-comprehension-task-with-llm

reinforcement-learning-in-portfolio-management-

This project implements three deep reinforcement learning algorithms, including PG (for finance), DDPG and PPO, on portfolio management