Wiseflow: Smart Tools to Streamline Your Workflow

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Wiseflow is an open source intelligent workflow automation tool developed by TeamWiseFlow. It helps users easily create, manage and automate complex workflows. Whether you are a data scientist, engineer or business analyst, Wiseflow provides an intuitive and efficient platform to streamline your daily work.

Key Features

1. Visual workflow design

• drag and drop interface: With simple drag-and-drop operations, you can quickly build complex workflows.
• node library (computing): The rich node library includes nodes for data processing, model training, prediction, and many other functions.

2. Flexible data processing

• Multiple data source support: Supports importing data from various data sources (e.g. CSV files, SQL databases, APIs, etc.).
• Data cleansing and transformation: A variety of data cleaning and transformation tools are built-in to help you prepare high-quality data sets.

3. Powerful machine learning support

• Integration of mainstream frameworks: Support for TensorFlow, PyTorch, Scikit-learn and other mainstream machine learning frameworks.
• Automatic model selection: Automatically select the most appropriate model based on your data and goals.

4. Automation and Scheduling

• task scheduling: Timed tasks can be set to automate workflows.
• notification system: Receive task status notifications via email, Slack, etc.

5. Teamwork

• version control: Support for Git version control for team members to work together.
• Rights Management: Fine-grained permission settings to ensure data security.

How to use Wiseflow

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First, you need to install Wiseflow locally or on your server.You can clone the project from GitHub and install the dependencies with the following command:

git clone https://github.com/TeamWiseFlow/wiseflow.git
cd wiseflow
pip install -r requirements.txt

Creating the first workflow

1. launch an application::

   python app.py

Open your browser and visit http://localhost:5000The

2. New construction projects::
   Click the "New Project" button, enter the project name and description, and click "Create".
3. Add Node::
   Select the desired node in the node library on the left, drag and drop it to the workspace, and connect the nodes by connecting lines.
4. Configuration Nodes::
   Double-click the node to configure the parameters. For example, if you select the "Read CSV files" node, you need to specify the file path.
5. Running a workflow::
   Click on the Run button to observe the execution of the workflow. The result will be displayed in the corresponding output node.

reach a verdict

Wiseflow is a powerful and easy-to-use intelligent workflow automation tool for a variety of scenarios. Whether it's data processing, model training or automated task scheduling, Wiseflow provides you with a one-stop solution. Try Wiseflow now and boost your productivity!