DeepGit vs. Ray Comparison


DeepGit Syntevo	Ray Anyscale	+	+
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About Answer the question "why is this code there?" more effectively than with conventional Git clients. DeepGit is a tool to investigate the history of source code. It is based on git blame and makes it easy to trace changes to a line or block of code. DeepGit will detect code movements, even if lines are not identical. DeepGit is free to use for everyone, even in a commercial environment. Integrate DeepGit with any IDE which supports external tools: Eclipse, Visual Studio, IntelliJ Idea, ... and powerful text editors like Sublime. Check out the tour to understand how DeepGit is working. Use DeepGit on Windows, macOS and Linux. DeepGit will generate a blame for the selected file. Once finished, it will analyze the selected line and its vicinity for its origin. Note that the origin which DeepGit has found is not exactly equal to the left counterpart. Also note that despite selecting just a single line, DeepGit has estimated a block of lines as an optimal match.	About Develop on your laptop and then scale the same Python code elastically across hundreds of nodes or GPUs on any cloud, with no changes. Ray translates existing Python concepts to the distributed setting, allowing any serial application to be easily parallelized with minimal code changes. Easily scale compute-heavy machine learning workloads like deep learning, model serving, and hyperparameter tuning with a strong ecosystem of distributed libraries. Scale existing workloads (for eg. Pytorch) on Ray with minimal effort by tapping into integrations. Native Ray libraries, such as Ray Tune and Ray Serve, lower the effort to scale the most compute-intensive machine learning workloads, such as hyperparameter tuning, training deep learning models, and reinforcement learning. For example, get started with distributed hyperparameter tuning in just 10 lines of code. Creating distributed apps is hard. Ray handles all aspects of distributed execution.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers searching for a solution to investigate the history of source code and trace changes to a line or block of code	Audience ML and AI Engineers, Software Developers
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Open source. Consumption-based. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Syntevo Germany www.syntevo.com/deepgit/	Company Information Anyscale Founded: 2019 United States ray.io
Alternatives Fork	Alternatives Anyscale
GitBunki	Horovod
Sublime Merge Sublime HQ	Determined AI
GitLens GitKraken	Neuralhub
DeepCover View All	Automaton AI View All
Categories Git GUI Clients Supported	Categories Deep Learning Supported Machine Learning Supported ML Model Deployment Supported

Integrations Amazon EC2 Trn2 Instances Not Supported Amazon EKS Not Supported Amazon SageMaker Not Supported Amazon Web Services (AWS) Not Supported Anyscale Not Supported Apache Airflow Not Supported Azure Kubernetes Service (AKS) Not Supported Databricks Not Supported Eclipse IDE Supported Flyte Not Supported Google Cloud Platform Not Supported Google Kubernetes Engine (GKE) Not Supported Kubernetes Not Supported LanceDB Not Supported MLflow Not Supported PyTorch Not Supported Python Not Supported Sublime Text Supported TensorFlow Not Supported Union Cloud Not Supported Show More Integrations View All 3 Integrations	Integrations Amazon EC2 Trn2 Instances Supported Amazon EKS Supported Amazon SageMaker Supported Amazon Web Services (AWS) Supported Anyscale Supported Apache Airflow Supported Azure Kubernetes Service (AKS) Supported Databricks Supported Eclipse IDE Not Supported Flyte Supported Google Cloud Platform Supported Google Kubernetes Engine (GKE) Supported Kubernetes Supported LanceDB Supported MLflow Supported PyTorch Supported Python Supported Sublime Text Not Supported TensorFlow Supported Union Cloud Supported Show More Integrations View All 22 Integrations
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