Jacob Austin jacobaustin123 Google New York, NY Research Engineer at Google Brain | formerly Columbia University | Pianist

jacobaustin123/Coral 135

The Coral Programming Language: a blazingly-fast, gradually-typed Python compiler with optional static typing for optimization and safety.

jacobaustin123/pytorch-dqn 10

PyTorch implementation of DeepMind's "Human-level control through deep reinforcement learning"

jacobaustin123/Python-C-API-CUDA-Tutorial 7

A tutorial/example of the Python C-API and integration with CUDA kernels.

jacobaustin123/pytorch-inpainting-partial-conv 7

A PyTorch implementation of the "Image Inpainting for Irregular Holes Using Partial Convolutions" paper from Liu et al at NVIDIA

jacobaustin123/jaustin 2

A set of core personal libraries for Python programming

jacobaustin123/demos 1

Python demos and utilities, mostly for machine learning and image formatting

jacobaustin123/fancy-cd 1

A fancy version of the default Bash cd command that allows you to jump to previously visited directories

jacobaustin123/gradient-descent-tutorials 1

A variety of Tensorflow and Numpy implementations of the gradient descent backpropogation algorithm for simple one and two layer networks

jacobaustin123/Pipes 1

A Python variant with Pipes and partial function completion

jacobaustin123/pytorch-alphazero 1

An implementation of the 2017 DeepMind paper "Mastering the game of Go without human knowledge" for TicTacToe and Othello.

issue commentjacobaustin123/pytorch-dqn

how long did it take to run the whole thing?

I don't remember exactly how long it took, but definitely less than a day? Maybe 12 hours until it performed reasonably well at Breakout (it was still improving).


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