#python #ai #artificial_intelligence #cython #data_science #deep_learning #entity_linking #machine_learning #named_entity_recognition #natural_language_processing #neural_network #neural_networks #nlp #nlp_library #python #spacy #text_classification #tokenization

spaCy is a powerful tool for understanding and processing human language. It helps computers analyze text by breaking it into parts like words, sentences, and entities (like names or places). This makes it useful for tasks such as identifying who is doing what in a sentence or finding specific information from large texts. Using spaCy can save time and improve accuracy compared to manual analysis. It supports many languages and integrates well with advanced models like BERT, making it ideal for real-world applications.

https://github.com/explosion/spaCy

#python #ai #big_model #data_parallelism #deep_learning #distributed_computing #foundation_models #heterogeneous_training #hpc #inference #large_scale #model_parallelism #pipeline_parallelism

Colossal-AI is a powerful tool that helps make large AI models faster, cheaper, and easier to use. It uses special techniques like parallelism to speed up training on big models without needing expensive hardware. This means users can train complex AI models even on regular computers or laptops, saving time and money. Colossal-AI also supports various applications across industries like medicine, video generation, and chatbots, making it very versatile for developers.

https://github.com/hpcaitech/ColossalAI

#python #agent #ai #automation #data_mining #data_science #development #llm #research

RD-Agent is a tool that helps automate research and development (R&D) tasks. It can read reports, propose new ideas, and implement them using data. This tool acts like a copilot for researchers, automating repetitive tasks or working independently to suggest better solutions. RD-Agent supports various scenarios, such as finance and medical fields, making it easier to streamline model development and data analysis. By using RD-Agent, users can save time and boost productivity in their R&D work.

https://github.com/microsoft/RD-Agent

#shell #chart #charts #d3 #data_visualization #svg #visualization

D3.js is a free JavaScript library that helps create interactive and custom data visualizations. It offers great flexibility, allowing developers to make dynamic graphics using web standards. This means you can easily customize how your data looks and behaves on the web. The benefit of using D3.js is that it allows users to explore complex data in an engaging way, making it easier to understand and analyze information. Whether you're working with simple charts or complex networks, D3.js provides tools to bring your data to life interactively.

https://github.com/d3/d3

#go #cicd #data_masking #data_security #database_access #dbeaver #devsecops #flyway #gitops #liquibase #mongodb #mysql #oracle #pam #postgresql #schema_migrations #security #snowflake #sql_client #sqlserver #tidb

Bytebase is a tool that helps manage databases more efficiently. It automates tasks like schema migrations and backups, making it easier to collaborate on database changes. Bytebase supports multiple databases and integrates well with CI/CD pipelines. It also provides features like role-based access control and data masking for better security. Using Bytebase simplifies database management, reduces errors, and saves time, making it beneficial for developers and database administrators.

https://github.com/bytebase/bytebase

#typescript #data_visualization #database #database_schema #documentation #documentation_tool #entity_relationship_diagram #er_diagram #erd #nodejs #orm #postgresql #prisma #react_flow #reactjs #ruby_on_rails #sql #tbls #typescript #visualization #webassembly

Liam ERD is a tool that helps you create easy-to-understand diagrams of your database. It makes interactive diagrams that you can zoom in and out of, filter, and explore easily. This tool is useful for both small and large projects, handling over 100 tables with ease. It's simple to set up and is open-source, meaning you can contribute to it. Using Liam ERD helps you visualize complex database structures quickly, making it easier to understand and work with your data. This saves time and reduces errors compared to drawing diagrams manually.

https://github.com/liam-hq/liam

#go #data_transfer #file_sharing #golang #pake #peer_to_peer #tcp #transfer

Croc is a free and open-source tool that allows you to securely transfer files and folders between any two computers using a simple command line interface. It features end-to-end encryption for safety, supports multiple platforms (Windows, Linux, Mac), and allows for resuming interrupted transfers without needing a central server or port forwarding. You can send files easily by generating a code phrase, making it user-friendly and efficient. The benefit of using Croc is that it simplifies file sharing while ensuring your data remains secure, making it ideal for both personal and professional use.

https://github.com/schollz/croc

#typescript #ai_app_builder #ai_applications #crud_app #crud_application #data_application #data_apps #internal_tools #it_workflows #low_code #low_code_no_code #low_code_platform #no_code #no_code_platform #open_source #rest_api_framework #sql_gui #workflow_apps #workflow_automation #workflow_engine

Budibase is an open-source, low-code platform that helps you build internal tools like forms and apps quickly. It saves engineers a lot of time by making it easy to create and automate business processes. You can connect data from many sources and design your apps with powerful components. Budibase also allows you to automate tasks and integrate with other tools, which helps streamline your work. It's easy to use, even for those without much coding experience, and you can host it yourself or use their cloud service. This makes it a great tool for teams looking to build custom applications efficiently.

https://github.com/Budibase/budibase

#java #automation #data_orchestration #devops #high_availability #infrastructure_as_code #java #low_code #lowcode #orchestration #pipeline #pipeline_as_code #workflow

Kestra is an open-source platform that helps manage complex workflows easily. It uses a simple YAML code to define workflows, which can be automated based on schedules or real-time events. Kestra supports many plugins, allowing integration with various data sources and tools. This makes it easy to automate tasks like data processing and infrastructure management. The platform is scalable, fault-tolerant, and offers real-time monitoring, making it beneficial for teams handling large data pipelines and complex workflows. It simplifies workflow management, reduces errors, and boosts efficiency.

https://github.com/kestra-io/kestra

#typescript #charts #data_grid #data_table #date_picker #date_range_picker #hacktoberfest #react #time_picker

MUI X provides advanced React components like Data Grids, Date Pickers, Charts, and Tree Views for building data-rich apps, offering free MIT-licensed tools for basic needs and paid Pro/Premium plans with advanced features like server-side data handling and AI assistance, saving development time with ready-made solutions while allowing customization for any design system[1][2][4].

https://github.com/mui/mui-x

#typescript #data_layer #local_first #signals #sqlite #state_management #sync_engine

LiveStore is a powerful data layer for apps that uses a reactive SQLite database to manage and sync data instantly across devices, even offline. It replaces traditional state management tools like Redux by allowing you to query and update data reactively with real-time syncing via event-sourcing. It supports many platforms and UI frameworks, offers flexible data modeling, and handles merge conflicts automatically. This means your app can work smoothly offline, sync changes seamlessly, and stay fast and reliable. LiveStore helps you build high-performance, offline-first apps with easy debugging and evolution.

https://github.com/livestorejs/livestore

#typescript #alternative #converter #data_manipulation #developer_tools #devtools #frontend #good_first_issue #image_manipulation #image_processing #javascript #pdf_manipulation #productivity #react #self_hosted #swissarmyknife #tools #typescript #video_manipulation #webapp #website

OmniTools is a self-hosted web app that helps with many tasks like image and video editing, number crunching, and more. It offers tools for resizing images, converting videos, calculating dates, and generating prime numbers. You can run it on your own computer using Docker, which means your data stays local. This app is open-source and free, allowing you to contribute new features or tools easily. Using OmniTools simplifies many everyday tasks and keeps your data private.

https://github.com/iib0011/omni-tools

#other #automl #chatgpt #data_analysis #data_science #data_visualization #data_visualizations #deep_learning #gpt #gpt_3 #jax #keras #machine_learning #ml #nlp #python #pytorch #scikit_learn #tensorflow #transformer

This is a comprehensive, regularly updated list of 920 top open-source Python machine learning libraries, organized into 34 categories like frameworks, data visualization, NLP, image processing, and more. Each project is ranked by quality using GitHub and package manager metrics, helping you find the best tools for your needs. Popular libraries like TensorFlow, PyTorch, scikit-learn, and Hugging Face transformers are included, along with specialized ones for time series, reinforcement learning, and model interpretability. This resource saves you time by guiding you to high-quality, actively maintained libraries for building, optimizing, and deploying machine learning models efficiently.

https://github.com/ml-tooling/best-of-ml-python