Liner.ai
No-code local machine learning training tool with ready-to-use templates, fast CPU training, and multi-platform model export
About Liner.ai
Liner is an end-to-end tool for training machine learning models without writing any code. It reads your training data and produces models that can be integrated straight into your applications. The product offers several ready-to-use machine learning types: pick a type, add your data, and training starts. Training happens entirely locally on your own computer, and no data is sent to the cloud. The official site states that it uses state-of-the-art models that are both accurate and fast to train, so in most cases training finishes within minutes; the models are optimized for CPU, so no GPU is needed for fast training. Trained models can be exported to several platforms, and the desktop version supports Windows and Mac.
Best for
Best use cases
Select a ready-to-use machine learning type with your own training data and start training
Complete model training in a local offline environment
Export a trained model and integrate it into your own application
Train fast on CPU in a computer without a GPU
Features
No-code end-to-end training
Reads your training data and outputs a model you can integrate into your application, with no coding or machine learning expertise required
Local training with no data leaving your machine
Training completes on your own machine, and no data is sent to the cloud
Training speed in minutes
The official site states that it uses state-of-the-art models that are both accurate and fast to train, and that the model is trained within minutes in most cases
Ready-to-use templates and multi-platform export
Provides several ready-to-use machine learning types, and trained models can be exported to several platforms
Pros
- The official homepage lists it as completely free to use, and it can be downloaded for Windows and Mac
- All training runs locally on your own computer, and no data is sent to the cloud
- The official site states that training finishes within minutes in most cases, with CPU optimization and no GPU required
- It ships with several ready-to-use machine learning types, so training starts right after you pick one
Cons
- Platform limitation: the official site states that it runs as a desktop app for Windows and Mac
- It expects you to supply your own training data, so a usable dataset must be ready beforehand
Pricing Plans
Free
- Train machine learning models without code
- Local training, with no data uploaded to the cloud
- Several built-in ready-to-use machine learning types
- No GPU needed, fast training on CPU
- Trained models can be exported to several platforms
- Supports the Windows and Mac desktop versions
* Pricing information is for reference only. Please refer to the latest announcement on Liner.ai's official website.