H2O.ai VS CUDA

H2O.ai

Democratizing Generative AI. Own your models: generative and predictive. We bring both super powers together with h2oGPT.

CUDA

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Landing page //
2023-10-25

Landing page //
2023-05-23

Categories	Data Science And Machine Learning AI Machine Learning Machine Learning Tools Software Development
Website	h2o.ai
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Categories	Data Science And Machine Learning AI Business & Commerce Online Services
Website	developer.nvidia.com
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H2O.ai videos

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[Demo] Predicting Healthcare Outcomes with H2O.ai

CUDA videos

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1971 Plymouth Cuda 440: Regular Car Reviews

Category Popularity

0-100% (relative to H2O.ai and CUDA)

CUDA

Data Science And Machine Learning

69 69%

Data Science And Machine Learning

31% 31

AI

100 100%

AI

0% 0

Business & Commerce

56 56%

Business & Commerce

44% 44

Machine Learning

100 100%

Machine Learning

0% 0

Questions and Answers

As answered by people managing H2O.ai and CUDA.

What makes your product unique?

H2O.ai's answer

At H2O.ai, democratizing AI isn’t just an idea. It’s a movement. And that means that it requires action. We started out as a group of like minded individuals in the open source community, collectively driven by the idea that there should be freedom around the creation and use of AI.

User comments

Share your experience with using H2O.ai and CUDA. For example, how are they different and which one is better?

Reviews

These are some of the external sources and on-site user reviews we've used to compare H2O.ai and CUDA

H2O.ai Reviews

Top 7 Predictive Analytics Tools

If a company is interested in an open-source predictive analytics tool with data mining features, put H2O at the top of the list. It offers fast performance, affordability, advanced capabilities, and extreme flexibility. The dashboard for H2O offers a veritable smorgasbord of actionable insights. However, this tool is more for the expert data science crowd than for citizen...

Source: www.datamation.com

The 16 Best Data Science and Machine Learning Platforms for 2021

Description: H2O.ai offers a number of AI and data science products, headlined by its commercial platform H2O Driverless AI. Driverless AI is a fully open-source, distributed in-memory machine learning platform with linear scalability. H2O supports widely used statistical and machine learning algorithms including gradient boosted machines, generalized linear models, deep...

Source: solutionsreview.com

CUDA Reviews

We have no reviews of CUDA yet.
Be the first one to post

Social recommendations and mentions

Based on our record, CUDA seems to be a lot more popular than H2O.ai. While we know about 36 links to CUDA, we've tracked only 1 mention of H2O.ai. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

H2O.ai mentions (1)

Nginx is now the most popular web server, overtaking Apache
How about H2O? It's supposed to be significantly faster than Nginx: https://h2o.examp1e.net/. - Source: Hacker News / almost 3 years ago

CUDA mentions (36)

A comprehensive guide to running Llama 2 locally
For my fellow Windows shills, here's how you actually build it on windows: Before steps: 1. (For Nvidia GPU users) Install cuda toolkit https://developer.nvidia.com/cuda-downloads 2. Download the model somewhere: https://huggingface.co/TheBloke/Llama-2-13B-chat-GGML/resolve/main/llama-2-13b-chat.ggmlv3.q4_0.bin In Windows Terminal with Powershell:
```
    git clone https://github.com/ggerganov/llama.cpp.
```
- Source: Hacker News / 9 months ago
Nvidia with linux....... not a good combination
I use Ubuntu and configuring nvidia drivers is very easy installing from here https://developer.nvidia.com/cuda-downloads. Source: 10 months ago
Can't get CLBLAST working on oobabooga
You have posted almost no information about your Hardware and what exactly you have done. Do you actually have NVIDIA? Have you actually installed CUDA? Also when exactly do you get the error, while installed the python package or later? Source: 10 months ago
NEW NVIDIA 535.98 DRIVER!!- INCREASE SPEED, POWER, IMAGE SIZE AN WHO KNOW WHAT ELSE MORE!
EDIT: LINK TO CUDA-toolkit: https://developer.nvidia.com/cuda-downloads. Source: 11 months ago
WizardLM-30B-Uncensored
It's worth noting that you'll need a recent release of llama.cpp to run GGML models with GPU acceleration here is the latest build for CUDA 12.1), and you'll need to install a recent CUDA version if you haven't already (here is the CUDA 12.1 toolkit installer -- mind, it's over 3 GB). Source: 11 months ago

What are some alternatives?

When comparing H2O.ai and CUDA, you can also consider the following products

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

datarobot - Become an AI-Driven Enterprise with Automated Machine Learning

PyTorch - Open source deep learning platform that provides a seamless path from research prototyping to...

RapidMiner - RapidMiner is a software platform for data science teams that unites data prep, machine learning, and predictive model deployment.

Keras - Keras is a minimalist, modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

H2O.ai vs Scikit-learn

CUDA vs TensorFlow