Real world machine learning (part 1)
The interplay of data, math, and technology in developing and running trading strategies
How to design a tree diffing algorithm
A blogpost about designing a tree diffing algorithm, based on the work of a former intern at Jane Street.
Ironing out your development style
Exploring and discussing popular programming methodologies like eXtreme programming, Agile, and Scrum, including their conferences, communities, books, and manifestos.
OpenAI Baselines: ACKTR & A2C
Exploring OpenAI's advanced reinforcement learning algorithms ACKTR & A2C
More on Dota 2
Exploring advanced strategies and updates in the Dota 2 gaming universe.
Hiring an FPGA engineer
Discover the requirements for an FPGA engineer position at Jane Street, focusing on software and hardware design for FPGA-based applications and associated tools.
What the interns have wrought, 2017 edition
Reviewing the accomplishments of the intern program at Janestreet in 2017
Dota 2
Exploring the latest updates and strategies in the world of Dota 2.
Gathering human feedback
Optimizing AI models through human feedback loop integration
Inside a SoundCloud Microservice
Exploring the inner workings of a microservice at SoundCloud
Better exploration with parameter noise
Improving learning efficiency through the use of parameter noise
Proximal Policy Optimization
Understanding Proximal Policy Optimization for Enhanced Reinforcement Learning