applied-ml

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

bangladesh-district-learning-game

An interactive game where the user is asked to guess all 64 districts of Bangladesh from the map. At the end of the game, a csv file is created which shows all the districts that the user needs to learn

deep-learning-specialization-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearningexamples

Deep Learning Examples

engg1340-course-project

leetcode-company-wise-problems-2022

Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags. Updated as of May, 2022.

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.

nafis-ishrak

Config files for my GitHub profile.

nobel-prize-insights

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

s-and-p-500-companies

List of companies in the S&P 500 together with associated financials

safetweet

SafeTweet uses ML to classify text into 6 categories of cyberbullying. Preprocessing, wordclouds, bar plots, and several models including linear SVC were implemented. The model achieved 82% accuracy, and the project's insights could inform intervention and policy measures to prevent cyberbullying on social media platforms

streamlit-calendar-demo

sustainalytics

Sustainalytics uses RoBERTa model for sentiment analysis on S&P 500 companies' ESG news headlines. Linear regression generates reputation graph. Offers insights for investment decisions and sustainability efforts. Implements Python, Numpy, Pandas, Seaborn, Matplotlib, Transformers, PyTorch, and Plotly libraries.

tesla-stock-monitor

yahoofinancials

A powerful financial data module used for pulling data from Yahoo Finance. This module can pull fundamental and technical data for stocks, indexes, currencies, cryptos, ETFs, Mutual Funds, U.S. Treasuries, and commodity futures.