Jacob Austin's repositories
pytorch-dqn
PyTorch implementation of DeepMind's "Human-level control through deep reinforcement learning"
Python-C-API-CUDA-Tutorial
A tutorial/example of the Python C-API and integration with CUDA kernels.
pytorch-inpainting-partial-conv
A PyTorch implementation of the "Image Inpainting for Irregular Holes Using Partial Convolutions" paper from Liu et al at NVIDIA
wgan-pytorch
PyTorch implementation of the Wasserstein GAN for image generation
pytorch-alphazero
An implementation of the 2017 DeepMind paper "Mastering the game of Go without human knowledge" for TicTacToe and Othello.
reinforcement-learning
Demonstrations, examples, and tutorials for reinforcement learning, including policy gradient and k-armed bandit problems.
cayman
Cayman is a Jekyll theme for GitHub Pages
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
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
jacobaustin123.github.io
Build a Jekyll blog in minutes, without touching the command line.
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
mrf
GDAL-compatible file format driver designed for fast access to imagery
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
onearth
High-performance web services for tiled raster imagery
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
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
pytorch-inpainting-with-partial-conv
Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]
seam-carving
Python and C++ implementations of the dynamic programming seam carving algorithm
style-transfer
Sample implementations of image-based style transfer in PytTorch
tokenizer
BPE tokenization implemented in Golang đź’™
vcpkg
C++ Library Manager for Windows, Linux, and MacOS