google-research/google-research NeurIPS 2020

Google Research

Data Structures and Algorithms

Array Programming with NumPy

numpy/numpy 18 Jun 2020

Array programming provides a powerful, compact, expressive syntax for accessing, manipulating, and operating on data in vectors, matrices, and higher-dimensional arrays.

Mathematical Software Computation

TDR-OBCA: A Reliable Planner for Autonomous Driving in Free-Space Environment

ApolloAuto/apollo 23 Sep 2020

This paper presents an optimization-based collision avoidance trajectory generation method for autonomous driving in free-space environments, with enhanced robust-ness, driving comfort and efficiency.


MediaPipe: A Framework for Building Perception Pipelines

google/mediapipe 14 Jun 2019

A developer can use MediaPipe to build prototypes by combining existing perception components, to advance them to polished cross-platform applications and measure system performance and resource consumption on target platforms.

Distributed, Parallel, and Cluster Computing

PythonRobotics: a Python code collection of robotics algorithms

AtsushiSakai/PythonRobotics 31 Aug 2018

The focus of the project is on autonomous navigation, and the goal is for beginners in robotics to understand the basic ideas behind each algorithm.


A Survey of Motion Planning and Control Techniques for Self-driving Urban Vehicles

AtsushiSakai/PythonRobotics 25 Apr 2016

Self-driving vehicles are a maturing technology with the potential to reshape mobility by enhancing the safety, accessibility, efficiency, and convenience of automotive transportation.


Incremental Sampling-based Algorithms for Optimal Motion Planning

AtsushiSakai/PythonRobotics 3 May 2010

Second, a new algorithm is considered, called the Rapidly-exploring Random Graph (RRG), and it is shown that the cost of the best path in the RRG converges to the optimum almost surely.

Robotics 68T40

Validating UTF-8 In Less Than One Instruction Per Byte

lemire/simdjson 6 Oct 2020

The majority of text is stored in UTF-8, which must be validated on ingestion.


Parsing Gigabytes of JSON per Second

lemire/simdjson 22 Feb 2019

We are thus motivated to make JSON parsing as fast as possible.

Databases Performance

Towards a secure API client generator for IoT devices

OpenAPITools/openapi-generator 2 Jan 2022

Code generators for API clients can enhance productivity, but they tend to generate universal purpose code, and on the other hand the networking primitives of IoT devices are platform specific, especially when security mechanisms such as Transport Layer Security are part of the picture.

Networking and Internet Architecture Software Engineering C.2; D.2