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

Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.

The openstreetcam.org web site

Exploration map inpainting for frontier selection

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Topic modeling of the NYTimes news coverage of Trump since he announced his campaign

I will be putting notebooks created for #100daysofnlp here

Topic modeling with latent Dirichlet allocation using Gibbs sampling

PyTorch implementation of DGCNN

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

Applying Data Science and Machine Learning to Solve Real World Business Problems

Yelp Review Sentiment Analysis and Prediction using NLP techniques.

redefining data-cleaning, preparation for visualisation

Notes for machine learning

A Reinforcement Learning algorithm that drives a self driving car

Github Pages template based upon HTML and Markdown for personal, portfolio-based websites.

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

LeetCode problems in Python

This is for Continuous Track Competition.