Neptune - narzędzie do monitorowania i zarządzania eksperymentami Machine Learning

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Transcript of Neptune - narzędzie do monitorowania i zarządzania eksperymentami Machine Learning

● 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

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 Python (R, Scala, Java in the nearest future).

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/

Roadmap Highlights

● Hyperparameter optimization

● Support for R, Scala, Java

● Integration with Git

● Integration with cloud

Join Early Adopters Program

http://deepsense.io/get-neptune/