Pinned Repositories
tRacket-dashboard
Noise monitoring dashboard built for the tRacket initiative.
adventofcode
Advent of Code programming challenges.
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
autoencoders
Autoencoder explorations: convolutional variational AE, denoising AE, and ensembles of randomized AE's for anomaly detection.
awesome-compose
Awesome Docker Compose samples
BERT-on-AGNews
A detailed walk-through of using pytorch-transformers and BERT for text classification.
data4good---GruenStattGrau
Our NLP work (with explanation) from the data4good hackathon for GruenStattGrau
melanoma_regression
Quick analysis of why logistic regression can work on raw image data.
reinforcement_learning
Experiments with reinforcement learning algorithms.
danieltsoukup's Repositories
danieltsoukup/autoencoders
Autoencoder explorations: convolutional variational AE, denoising AE, and ensembles of randomized AE's for anomaly detection.
danieltsoukup/data4good---GruenStattGrau
Our NLP work (with explanation) from the data4good hackathon for GruenStattGrau
danieltsoukup/melanoma_regression
Quick analysis of why logistic regression can work on raw image data.
danieltsoukup/adventofcode
Advent of Code programming challenges.
danieltsoukup/AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
danieltsoukup/awesome-compose
Awesome Docker Compose samples
danieltsoukup/BERT-on-AGNews
A detailed walk-through of using pytorch-transformers and BERT for text classification.
danieltsoukup/danieltsoukup
danieltsoukup/danieltsoukup.github.io
danieltsoukup/GraphRNN
danieltsoukup/jekyll-now
Build a Jekyll blog in minutes, without touching the command line.
danieltsoukup/reinforcement_learning
Experiments with reinforcement learning algorithms.
danieltsoukup/l2i
danieltsoukup/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
danieltsoukup/pytorch-normalizing-flows
Normalizing flows in PyTorch. Current intended use is education not production.
danieltsoukup/VRP-RL
Reinforcement Learning for Solving the Vehicle Routing Problem
danieltsoukup/WWW20-Hands-on-Tutorial
Materials for DGL hands-on tutorial in WWW 2020