Lukas Schmelzeisen's repositories
talk-supervised-learning-tensorflow
Slides and code of my talk “Introduction to Supervised Learning with TensorFlow”.
understanding-mediapipe-facemesh-output
Resources for understanding the output of MediaPipe's Face Mesh.
docker-elasticstack
Single-node production-ready setup of Elasticsearch and Kibana based on Docker.
SC2CombatPredictor
Simulate StarCraft II army engagements and try to predict them.
talk-advanced-neural-network-architectures
Slides of my talk “Introduction to Advanced Neural Network Architectures for Natural Language Processing”.
dotfiles-old
My system configuration.
autocompletion
A fast top-k completion based on a trie (see http://www.di.unipi.it/~ottavian/files/topk_completion_www13.pdf)
bachelor-thesis
LaTeX source of my bachelor thesis “Fast and Non-Approximative Language Model Prefixqueries for Word Prediction using Top-k Joining Techniques”.
generalized-language-modeling-toolkit
Generalized Language Modeling toolkit
nasty-data
TODO
nasty-ncov-tweets
Ongoing collection of Tweet-IDs associated with novel coronavirus COVID-19 (SARS-CoV-2) that were collected with the NASTY Twitter crawler.
nasty-typeshed
Python stub files created during NASTY's development.
nasty-utils
Independent useful utilities created during NASTY's development.
staticDataDeliveryServer
Graph database optimized for fast Read at the cost of slow Writes. Implemented ontop of Neo4j and LevelDB.
boilerplate-gulp-sass-babel
A boilerplate for rapid front-end development
compose-spec
The Compose specification
cross-toolchains
Additional Dockerfiles and crosstool-ng config files to build additional toolchains.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
facemesh.pytorch
This is the PyTorch implementation of paper Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs (https://arxiv.org/pdf/1907.06724.pdf)
vue-svg
This is a sample project of how to add an animated SVG to a Vue CLI created Project.