math-iitkgp-resources

Resources for Math IITKGP

microsoft-malware-detection

Advanced ML Case Study where we use ML algorithms to detect malware from a given piece of software.

ml-dl-nlp-resource-notebooks

This repository contains all resources and notebook implementations of Machine Learning, Deep Learning and Natural Language Processing concepts.

movie-recommendation-system

A data driven AI movie recommendation system application that leverages Machine Learning to recommend movies to users, based on their likes.

notes-on-gpt-2-and-bert-models

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

object-oriented-programming--python

Contains implementations of all oop concepts in Python.

opsdroid

🤖 An open source chat-ops bot framework

pose-estimator-ai-app

This AI driven flutter application detects pose in real-time environment. It leverages Google's PoseNet Model which comes with TensorFlow.js.

programming-interview-questions-in-python

Python programming interview questions.

python

All Algorithms implemented in Python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

quora-question-pair-similarity-casestudy

Identify which questions asked on Quora are duplicates of questions that have already been asked. We are tasked with predicting whether a pair of questions are duplicates or not. We are talking about the semantic similarity of the questions.

reddit-vaccine-myths-sentiment-analysis

This repo contains the Exploratory Data Analysis and Sentiment Analysis of Reddit Vaccine Myths.

single_vs_ensemble_of_nns

Should we always go deeper? Study on Ensemble Learning as an alternative to going deeper in Deep Learning showing interesting results

spam-classifier-nlp-basic

statistical-analysis-of-my-medium-articles

This repository contains an exploratory data analysis of my writer data at Medium. I use it to carry out data analysis once in every 4 months to see audience and fan growth, and topics they love! You can check out the articles here👇

stock-market-prediction-with-deepl

stock-sentiment-analysis---nlp

striversdesheetproblems

sukanyabag

portfolio

sukanyabag.github.io

text

Data loaders and abstractions for text and NLP

text-summarization-using-bert-gpt2-xlnet

This notebook leverages Transfer Learning Algorithms and standard NLP procedures to summarize a given paragraph meaningfully.

the-complete-faang-preparation

This repository contains all the DSA (Data-Structures, Algorithms, 450 DSA by Love Babbar Bhaiya, FAANG Questions), Technical Subjects (OS + DBMS + SQL + CN + OOPs) Theory+Questions, FAANG Interview questions, and Miscellaneous Stuff (Programming MCQs, Puzzles, Aptitude, Reasoning). The Programming languages used for demonstration are C++, Python, and Java.

time-series-forecasting

Notes on time series forecasting

transfer-learning-practice-notebooks

In this repo I have demonstrated the implementations of various Transfer Learning pretrained model's architectures, that can be finetuned for one's specific usecase in Deep Learning/NLP.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tutorials

PyTorch tutorials.

vision

Datasets, Transforms and Models specific to Computer Vision