RWL's repositories
3D_R2_Public
3D Print CAD files from XRobots.co.uk/R6
baselines-1
A collection of baselines for the MineRL environment/datasets & the NeurIPS 2019 MineRL competition
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
c3dpo_nrsfm
C3DPO - Canonical 3D Pose Networks for Non-rigid Structure From Motion.
capsule-net-pytorch
[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Cosmos
Knowledge base construction from raw scientific documents
DeepFaceLab
DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).
Delta-Robot
This repository is for my 3D printed delta robot controlled by an Arduino Nano.
deq
Deep Equilibrium Models
dlrm
An implementation of a deep learning recommendation model (DLRM)
errbot
Errbot is a chatbot, a daemon that connects to your favorite chat service and bring your tools and some fun into the conversation.
facets
Visualizations for machine learning datasets
GEOMetrics
Repo for the paper "GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects"
gQuant
A collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
grakn
Grakn Core: The Knowledge Graph
graphvite
A general and high-performance graph embedding system for various applications
GSCNN
Gated-Shape CNN for Semantic Segmentation
lambda-s3-sftp
AWS Lambda function used to send an S3 file to a remote server using SFTP
layer-rotation-paper-experiments
Code for reproducing results of the paper "Layer rotation: a surprisingly powerful indicator of generalization in deep networks?"
OpenCV-Python-Series
An OpenCV & Python Tutorial Series and Reference.
PGPortfolio
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
probability_cheatsheet
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
SiamMask
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding
XLnet-gen
XLNet for generating language.
xView2_scoring
Reference code showing how scores/metrics are computed for the xView2 Challenge