Sanyam Kapoor

LeNet-5. PyTorch implementation of LeNet-5 with live visualization

torchrl. Highly Modular and Scalable Reinforcement Learning

calibration-tuning. Jupyter Notebook

svgd. PyTorch implementation of Stein Variational Gradient Descent

distillpub. Hugo Theme for Distill

qmix. Python

understanding-bayesian-classification. On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification

tight-pac-bayes. Code for PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization, NeurIPS 2022

gym-2048. OpenAI Gym Environment for 2048

simplex-gp. Lattice kernels for scalable Gaussian processes in GPyTorch (Simplex-GPs)

COOL-Compiler. Compiler phases for the COOL language

torch-sgld. SGLD and cSGLD as a PyTorch Optimizer

Matching-Networks. Matching Networks for One-Shot Learning in PyTorch

mariadb-cluster. MariaDB Cluster on Docker (self-documentation)

winemag-dataset. Dataset of Wine Reviews from Wine Enthusiast Magazine :grapes: :wine_glass: :earth_asia:

function-space-map. Jupyter Notebook

docker-rabbitmqadmin. A rabbitmqadmin docker image for administration of RabbitMQ

docker-videostack. Full Stack Modern OpenGL S/W Rasterizer in Docker

docker-mysql-client. A base Docker image for MySQL client

putio. Put.io API in Golang

DownloadPlus. Download Manager / Accelerator supporting multi threaded downloading and acceleration, pause/resume support

optax-swag. Stochastic Weight Averaging (SWA) transforms for Optax with JAX

copernicus. Website

marl-challenges-approaches. Multi-Agent Reinforcement Learning: A Report on Challenges and Approaches

collaborate. Online Collaboration tool for programmers

dotfiles. Python

neural-md. Jupyter Notebook