Production infrastructure for machine learning at scale

Layers Outputs and Gradients in Keras. Made easy.

Startup Engineering. Lecture Slides (june 2013)

A familiar HTTP Service Framework for Python.

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

The cloudless project.

LSTM-CRF models for sequence labeling in text.

Tools of The Trade, from Hacker News.

📡 Organized Resources for Deep Learning Researchers and Developers

Minimal example of deploying a Docker container to AWS Fargate using Terraform

Quilt is a data mesh for connecting people with actionable data

A collection of small bash scripts for heavy terminal users

Sentiment Analysis Challenge

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

🚗Uber, at your fingertips

How to make your Atom editor transparent

Custom Jupyter Notebook Themes

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.

dataset and code for 2016 paper "Learning a Driving Simulator"

all open source hardware from comma.ai

Parallel computing with task scheduling

Awesome autocompletion, static analysis and refactoring library for python

A complete computer science study plan to become a software engineer.

A list of awesome interactive journalism projects.

My friend needed an amazon-dash button that did not exist, this is my modification to extend the dash button to any product.

Minimalist database less blog engine

Content for architecting a data science platform for products using Luigi, Spark & Flask.