deeptendies/legacy-deeptendies-library

Issues

• Evaluate GlueonTS

  #19 opened 3 years ago by stancsz
  1

• Evaluate tslearn

  #20 opened 3 years ago by mklasby
  1

• Spin up a celery scheduled tasks server

  #21 opened 3 years ago by stancsz
  1

• Implement naive backtest algorithm for existing LSTM models

  #23 opened 3 years ago by mklasby
  1

• Evaluate BentoML, TensorFlow Serving, and TorchServe for Model serving

  #24 opened 3 years ago by mklasby
  1

• Evaluate ZenML - MLOps Framework to develop reproducible pipelines

  #25 opened 3 years ago by mklasby
  1

• Evalute Prefect - Workflow management system

  #26 opened 3 years ago by mklasby
  1

• Evalute KubeFlow - Machine Learning Toolkits for Kubernetes

  #27 opened 3 years ago by mklasby
  1

• Evalute MLRun - Orchestration Framework

  #28 opened 3 years ago by mklasby
  1

• Evalute Argo - Container-native workflow engine

  #29 opened 3 years ago by mklasby
  1

• Setup feature store (processed data)

  #30 opened 3 years ago by mklasby
  1

• Setup long term data storage (data lake)

  #31 opened 3 years ago by mklasby
  1

• Evaluate low-latency data serving options (Redis, GCP MemStore, etc.)

  #32 opened 3 years ago by mklasby
  1

• Evaluate AutoArima , pmdarima

  #33 opened 3 years ago by stancsz
  0

• Evalute MLOps Workflow Tools

  #22 opened 3 years ago by mklasby
  1

• Add get predicted / actual helper to utils class -> shoudl be robust enough to take an arbritary batch size

  #2 opened 3 years ago by mklasby
  0

• Implement technical indicators

  #13 opened 3 years ago by stancsz
  1

• Encapsulate ARIMA for model evaluation/comparison

  #6 opened 3 years ago by bgulseren
  0

• Setup JIRA board and link deeptendies repo

  #12 opened 3 years ago by stancsz
  1

• Explore darts https://unit8co.github.io/darts/index.html

  #15 opened 3 years ago by mklasby
  0

• add gridsearch with autokeras

  #3 opened 3 years ago by stancsz
  0

• Start a scraping/data mining project for Marko, pull financial reports from SEC

  #10 opened 3 years ago by stancsz
  1