## Valohai 

MLPMNist using DL4J: [![MLPMNist using DL4J](https://img.shields.io/docker/pulls/neomatrix369/dl4j-mnist-single-layer.svg)](https://hub.docker.com/r/neomatrix369/dl4j-mnist-single-layer) | NLP using DL4J (cuda): [![NLP using DL4J (cuda)](https://img.shields.io/docker/pulls/neomatrix369/dl4j-nlp-cuda.svg)](https://hub.docker.com/r/neomatrix369/dl4j-nlp-cuda)

- Signup at [https://app.valohai.com/?login=1](https://app.valohai.com/?login=1)
- Comparisons (Pricing & plan): [https://valohai.com/pricing/](https://valohai.com/pricing/)
- [docs](https://docs.valohai.com/) 
- [blogs](https://blog.valohai.com)
  - [How to do Deep Learning for Java](https://medium.com/@neomatrix369/how-to-do-deep-learning-for-java-on-the-valohai-platform-eec8ba9f71d8) | [Original post](https://blog.valohai.com/how-to-do-deep-learning-for-java-on-the-valohai-platform)
  - [Applying NLP in Java, all from the command-line](https://medium.com/@neomatrix369/applying-nlp-in-java-all-from-the-command-line-1225dd591e80) | [Original post](https://blog.valohai.com/nlp_with_dl4j_in_java_all_from_the_command-line?from=3oxenia9mtr6)
  - Blog posts on how to use the Valohai CLI tool: [1](https://blog.valohai.com/from-zero-to-hero-with-valohai-cli) | [2](https://blog.valohai.com/from-zero-to-hero-with-valohai-part-2)
- [GitHub](https://github.com/valohai)
- [Videos](https://www.youtube.com/channel/UCiR8Fpv6jRNphaZ99PnIuFg)
- [Showcase](https://valohai.com/showcase/)
- [Slack](http://community-slack.valohai.com/)
- [@valohaiai](https://twitter.com/@valohaiai)
- [Search for any topic in the Documentation](https://docs.valohai.com/search.html?q=%3Cany+topic%3E)
- [Custom Docker Images](https://docs.valohai.com/guides/build-docker-image.html)
- At a glance: Valohai is a machine learning platform. It runs your experiments in the cloud, tracks your experiment history and streamlines data science workflows. DEEP LEARNING MANAGEMENT PLATFORM. Machine Orchestration, Version Control and Pipeline Management for Deep Learning.

- Pros
  - freemium model (free monthly usage with a Free-tier account, see [pricing](https://valohai.com/pricing/)) 
  - platform and framework agnostic
  - docker support
  - hyper-parameter tuning feature available
  - supports GPU and TPU (among very few)
  - integrate with external services
  - simple with end-to-end solution
  - deploy model to hosted rest-end point
  - flexible configuration and audit trail available
  - service usage costs visibility
- Con
  - TPU access available on paid-tiers only

---

- [ ] [AI/ML/DL Library / Package / Framework: applicable]
- [ ] [Inexpensive crowd-sourced infrastructure sharing: applicable]
- [ ] [Data querying: manual / tools available] 
- [ ] [Data analytics: manual / tools available] 
- [ ] [Data visualisation: manual / tools available] 
- [ ] [Data cleaning: manual / no tools available]  
- [ ] [Data validation: manual / no tools available] 
- [ ] [Feature extraction: manual / no tools available] 
- [x] **[Model creation: available]** 
- [x] **[Execute experiments: available]**
- [x] **[Hyper parameter tuning: available]** 
- [x] **[Model saving: available]**

Back to [Programs and Tools](./programs-and-tools.md#programs-and-tools). <br/>
Back to [Data page](./README.md#data).