pnorridge's repositories
MuZeroNStep
MuZero on AI Gym, with N game steps per MCTS call
Crowded-Valley---Results
This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"
DeepOBS
DeepOBS: A Deep Learning Optimizer Benchmark Suite
dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
dreamerv2
Mastering Atari with Discrete World Models
EdgeNets
This repository contains the source code of our work on designing efficient CNNs for computer vision
ESPNetv2
A light-weight, power efficient, and general purpose convolutional neural network
GANF
Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)
IDNNs
explore DNNs via Infomration
information-bottleneck
a python implementation of various versions of the information bottleneck, including automated parameter searching
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
Muzero-vs-aigym
Muzero for Cartpole, etc.
reinforcement_scratch
Hugging Face Deep Reinforcement Learning Course Scratch Repo
shrinkbench
PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.
speedplusbaseline
PyTorch implementations of CNNs and domain-bridging algorithms used in baseline studies of SPEED+ dataset
wide-depth-range-pose
Wide-Depth-Range 6D Object Pose Estimation in Space, CVPR 2021