Dessa - Open Source

Repositories

• atlas

  An Open Source, Self-Hosted Platform For Applied Deep Learning Development

  python data-science machine-learning ai deep-learning gpu ml
  Python Apache-2.0 27 211 58 (12 issues need help) 5 Updated Jul 6, 2020

• foundations-auth-proxy

  Foundation Auth Proxy is an abstraction on Foundations' authentication layer and is used to authenticate requests to Atlas's REST API.
  Python Apache-2.0 0 2 0 0 Updated Jul 3, 2020

• local-docker-scheduler

  Local docker scheduler is a lightweight, REST-based job scheduler for workloads whose dependencies are packaged as docker images.

  docker machine-learning scheduler resource-management container-orchestration
  Python Apache-2.0 0 4 0 0 Updated Mar 17, 2020

• supernova-classifier

  Supernova classification of images from the Dark Energy Survey using a ConvNet model. Read more: https://medium.com/dessa-news/space-2-vec-fd900f5566

  machine-learning deep-learning neural-network astronomy space2vec
  Python Apache-2.0 3 6 0 0 Updated Mar 16, 2020

• fake-voice-detection

  Using temporal convolution to detect Audio Deepfakes

  machine-learning deep-learning fake-news deep-learning-tutorial machine-learning-tutorials deep-fakes
  Python Apache-2.0 36 116 6 0 Updated Mar 13, 2020

• DeepFake-Detection

  Towards deepfake detection that actually works

  machine-learning deep-learning pytorch resnet transfer-learning new-york-times resnet-18
  Python MIT 88 158 3 0 Updated Mar 13, 2020

• Image-segmentation-tutorial

  A tutorial using Tensorflow and Atlas for performing/debugging image segmentation with a deep learning model
  Python Apache-2.0 1 7 1 0 Updated Mar 12, 2020

• auction-price-regression-tutorial

  Predict the sale price of heavy machinery at auction, using a feedforward neural network with entity embeddings.

  regression neural-networks hyperparameter-tuning
  Python Apache-2.0 0 0 0 0 Updated Mar 12, 2020

• cifar-tutorial

  Using the CIFAR dataset to demonstrate some of Atlas's key features

  machine-learning tutorial deep-learning python3 machine-learning-library cifar10
  Python Apache-2.0 2 0 0 0 Updated Mar 12, 2020