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SAYANTAN ROY's Projects

acm-icpc icon acm-icpc

Tangjz's code repository, for acm-icpc.

adminlte icon adminlte

AdminLTE - Free admin dashboard template based on Bootstrap 4

algowiki icon algowiki

Repository which contains links and resources on different topics of Computer Science.

amlp icon amlp

Approaching (Almost) Any Machine Learning Problem

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

apt-fast icon apt-fast

apt-fast: A shellscript wrapper for apt that speeds up downloading of packages.

automated-quick-eda-with-sweetviz- icon automated-quick-eda-with-sweetviz-

INTRODUCTION TO PYTHON'S SWEETVIZ LIBRARY Sweetviz is an open source Python library that generates beautiful, high-density visualizations to kickstart EDA (Exploratory Data Analysis) with a single line of code. Output is a fully self-contained HTML application. The system is built around quickly visualizing target values and comparing datasets. Its goal is to help quick analysis of target characteristics, training vs testing data, and other such data characterization tasks. Make sure you visit sweetviz.PyPI to explore more, and also consult and go through documentation of this library. DATASET USED FOR EDA : I have used train and test datasets from the "House Prices: Advanced Regression Techniques" competition hosted by KAGGLE, for performing the EDA. You can find the datasets at the following link redirected to KAGGLE : https://www.kaggle.com/c/house-prices-advanced-regression-techniques

awesome-courses icon awesome-courses

:books: List of awesome university courses for learning Computer Science!

bangla-news-headlines-categorization icon bangla-news-headlines-categorization

A Bengali Text Classification Task Using Deep Learning. It is Multi-class Text Classification Problem. Bengali news headlines used for the categorization.

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