jacobaustin123
Research Engineer at Google Brain | formerly Columbia University | Pianist
GoogleNew York, NY
Pinned Repositories
Coral
The Coral Programming Language: a blazingly-fast, gradually-typed Python compiler with optional static typing for optimization and safety.
Python-C-API-CUDA-Tutorial
A tutorial/example of the Python C-API and integration with CUDA kernels.
pytorch-dqn
PyTorch implementation of DeepMind's "Human-level control through deep reinforcement learning"
pytorch-inpainting-partial-conv
A PyTorch implementation of the "Image Inpainting for Irregular Holes Using Partial Convolutions" paper from Liu et al at NVIDIA
reinforcement-learning
Demonstrations, examples, and tutorials for reinforcement learning, including policy gradient and k-armed bandit problems.
renderer
A python-based rendering and rasterizing library for stl files.
Titan
A high-performance CUDA-based physics simulation sandbox for soft robotics and reinforcement learning.
wgan-pytorch
PyTorch implementation of the Wasserstein GAN for image generation
autoppl
C++ template library for probabilistic programming
onearth
High-performance web services for tiled raster imagery and vector tiles
jacobaustin123's Repositories
jacobaustin123/Coral
The Coral Programming Language: a blazingly-fast, gradually-typed Python compiler with optional static typing for optimization and safety.
jacobaustin123/Titan
A high-performance CUDA-based physics simulation sandbox for soft robotics and reinforcement learning.
jacobaustin123/pytorch-dqn
PyTorch implementation of DeepMind's "Human-level control through deep reinforcement learning"
jacobaustin123/Python-C-API-CUDA-Tutorial
A tutorial/example of the Python C-API and integration with CUDA kernels.
jacobaustin123/pytorch-inpainting-partial-conv
A PyTorch implementation of the "Image Inpainting for Irregular Holes Using Partial Convolutions" paper from Liu et al at NVIDIA
jacobaustin123/wgan-pytorch
PyTorch implementation of the Wasserstein GAN for image generation
jacobaustin123/renderer
A python-based rendering and rasterizing library for stl files.
jacobaustin123/reinforcement-learning
Demonstrations, examples, and tutorials for reinforcement learning, including policy gradient and k-armed bandit problems.
jacobaustin123/demos
Python demos and utilities, mostly for machine learning and image formatting
jacobaustin123/fancy-cd
A fancy version of the default Bash cd command that allows you to jump to previously visited directories
jacobaustin123/jaustin
A set of core personal libraries for Python programming
jacobaustin123/Pipes
A Python variant with Pipes and partial function completion
jacobaustin123/pytorch-alphazero
An implementation of the 2017 DeepMind paper "Mastering the game of Go without human knowledge" for TicTacToe and Othello.
jacobaustin123/cayman
Cayman is a Jekyll theme for GitHub Pages
jacobaustin123/columbia-course-parser
A simple script to parse a page of the Columbia Directory of Classes into a useable class, and cross reference it with the CULPA gold and silver nugget rankings
jacobaustin123/espresso
jacobaustin123/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
jacobaustin123/jacobaustin123.github.io
Build a Jekyll blog in minutes, without touching the command line.
jacobaustin123/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
jacobaustin123/mrf
GDAL-compatible file format driver designed for fast access to imagery
jacobaustin123/nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
jacobaustin123/onearth
High-performance web services for tiled raster imagery
jacobaustin123/open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
jacobaustin123/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
jacobaustin123/pytorch-inpainting-with-partial-conv
Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]
jacobaustin123/rippl
jacobaustin123/seam-carving
Python and C++ implementations of the dynamic programming seam carving algorithm
jacobaustin123/style-transfer
Sample implementations of image-based style transfer in PytTorch
jacobaustin123/tokenizer
BPE tokenization implemented in Golang 💙
jacobaustin123/vcpkg
C++ Library Manager for Windows, Linux, and MacOS