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● deepsense.io creates deep learning solutions for enterprises - Data
science is our core specialty
● A data-analytics bra...
deepsense.io’s Three Pillars
Products + Services + Workshops
Seahorse + Neptune
● Less than 500 North Atlantic right whales left
● Multiclass Classification
Right Whale Recognition: Problem
Tracking Progress of the Project
Monitoring Running Experiment
Infrastructure
MNIST - Handwritten Digits Recognition
Enqueue
Neptune - Client Library
● High-level API for Neptune communication.
● Platform and language agnostic.
● Client Library in...
Join Early Adopters Program
● Get full access to Neptune for FREE
● Have a direct impact on future product features
● Get ...
Roadmap Highlights
● Hyperparameter optimization
● Support for R, Scala, Java
● Integration with Git
● Integration with cl...
Join Early Adopters Program
http://deepsense.io/get-neptune/
Neptune - narzędzie do monitorowania i zarządzania eksperymentami Machine Learning
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Neptune - narzędzie do monitorowania i zarządzania eksperymentami Machine Learning

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Neptune powstał jako wewnętrzne narzędzie dla zespołu Machine Learning w deepsense.io. Bezpośrednią motywacją do prac nad nim były wyzwania, przed jakimi stawały nasze zespoły w konkursach Kaggle. Porównywanie modeli, wersjonowanie kodu oraz monitorowanie procesu trenowania modeli mocno spowalniały prace. Dodatkowo podczas rozmów z zespołami z innych firm okazało się, że im także brakuje narzędzia, które usprawniałoby ich codzienną pracę. Te zdarzenia zaowocowały napisaniem Neptune.

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Neptune - narzędzie do monitorowania i zarządzania eksperymentami Machine Learning

  1. 1. ● deepsense.io creates deep learning solutions for enterprises - Data science is our core specialty ● A data-analytics brand by CodiLime ● CodiLime founded in 2011 by ACM ICPC World Champions ● Currently over 150 people on board ○ > 100 Software Engineers, > 25 Data Scientists and growing ○ Winners at Kaggle & various algorithmic competitions ● Major customers in the US, Europe, Israel and Japan deepsense.io - Introduction
  2. 2. deepsense.io’s Three Pillars Products + Services + Workshops Seahorse + Neptune
  3. 3. ● Less than 500 North Atlantic right whales left ● Multiclass Classification Right Whale Recognition: Problem
  4. 4. Tracking Progress of the Project
  5. 5. Monitoring Running Experiment
  6. 6. Infrastructure
  7. 7. MNIST - Handwritten Digits Recognition
  8. 8. Enqueue
  9. 9. Neptune - Client Library ● High-level API for Neptune communication. ● Platform and language agnostic. ● Client Library in Python (R, Scala, Java in the nearest future).
  10. 10. Join Early Adopters Program ● Get full access to Neptune for FREE ● Have a direct impact on future product features ● Get support from our team of engineers ● Share your ideas with our experts and the community http://deepsense.io/get-neptune/
  11. 11. Roadmap Highlights ● Hyperparameter optimization ● Support for R, Scala, Java ● Integration with Git ● Integration with cloud
  12. 12. Join Early Adopters Program http://deepsense.io/get-neptune/

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