A simple Python Django application running in a Docker container.

Quickstart Docker images for Web App for Containers

A booklet on machine learning systems design with exercises

Collection of solutions to online judge problems

Libra’s mission is to enable a simple global currency and financial infrastructure that empowers billions of people.

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Lime: Explaining the predictions of any machine learning classifier

A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)

TensorFlow code and pre-trained models for BERT

Mapping a variable-length sentence to a fixed-length vector using pretrained BERT model

A python tool for evaluating the quality of sentence embeddings.

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

all kinds of baseline models for sentence similarity

Python code for checking out Google's pre-trained, 3M word Word2Vec model

Code implementing the algorithms in: J. R. Foulds. Mixed Membership Word Embeddings for Computational Social Science. Proceedings of the 21st International Conference on Artificial Intelligence and…

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

Preparing for system design interview questions

Fine-tune CNN in Keras

A Keras model that addresses the Quora Question Pairs dyadic prediction task.

个人整理的Facebook实习面试题目解法，时间范围2016.8-2017.3

Baseline solution to Quora Duplicate Question dataset.

Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

Python example code for "Bitcoins the hard way: Using the raw Bitcoin protocol"