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313 search results found
Made With Ml
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35,496
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Airflow
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34,468
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Jina
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19,573
โ๏ธ Build multimodal AI applications with cloud-native stack
Prefect
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14,603
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
Vllm
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13,832
A high-throughput and memory-efficient inference and serving engine for LLMs
Nni
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13,725
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Dagster
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9,467
An orchestration platform for the development, production, and observation of data assets.
Kedro
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9,353
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
Great_expectations
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9,179
Always know what to expect from your data.
Openllm
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7,871
Operating LLMs in production
Deeplake
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7,689
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
Metaflow
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7,524
๐ Build and manage real-life ML, AI, and data science projects with ease!
Ml Engineering
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6,720
Machine Learning Engineering Open Book
Feast
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5,053
Feature Store for Machine Learning
Aim
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4,497
Aim ๐ซ โ An easy-to-use & supercharged open-source experiment tracker.
Flyte
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4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
Taipy
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4,311
Turns Data and AI algorithms into production-ready web applications in no time.
Courses
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4,018
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
Fedml
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3,946
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI
Superduperdb
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3,924
๐ฎ SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
God Level Data Science Ml Full Stack
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3,384
A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
Pipelines
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3,368
Machine Learning Pipelines for Kubeflow
Ploomber
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3,318
The fastest โก๏ธ way to build data pipelines. Develop iteratively, deploy anywhere. โ๏ธ
Awesome Mlops
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3,233
๐ A curated list of awesome MLOps tools
Deepchecks
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3,206
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
Lance
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3,003
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
Whylogs
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2,533
An open-source data logging library for machine learning models and data pipelines. ๐ Provides visibility into data quality & model performance over time. ๐ก๏ธ Supports privacy-preserving data collection, ensuring safety & robustness. ๐
Giskard
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2,509
๐ข The testing framework for ML models, from tabular to LLMs
Mlops Course
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2,427
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Nextpy
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1,893
โกPure Python App Framework: For Humans & LLMs๐ค World's first AMS๐ฅ
Nannyml
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1,695
nannyml: post-deployment data science in python
Featureform
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1,670
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
Training Operator
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1,447
Distributed ML Training and Fine-Tuning on Kubernetes
Modelfox
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1,354
ModelFox makes it easy to train, deploy, and monitor machine learning models.
Budgetml
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1,290
Deploy a ML inference service on a budget in less than 10 lines of code.
Hamilton
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1,272
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.
Mlrun
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1,177
Machine Learning automation and tracking
Vertex Ai Samples
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1,172
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
Hopsworks
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1,041
Hopsworks - Data-Intensive AI platform with a Feature Store
Quokka
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1,003
Making data lake work for time series
Around Dataengineering
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926
A Data Engineering & Machine Learning Knowledge Hub
Sematic
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913
An open-source ML pipeline development platform
Optscale
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854
MLOps and FinOps platform to run ML/AI experiments and regular cloud workloads with optimal performance and cost.
Neumai
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693
Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.
Cresset
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690
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
Energy Forecasting
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663
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
Mosec
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661
A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine
Ck
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559
Collective Mind (CM) is a lightweight, non-intrusive and technology-agnostic workflow automation framework to run and manage diverse AI/ML applications, benchmarks and research projects on any platform with any software and hardware via a common, simple and human-readable interface
Nucliadb
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532
NucliaDB, The AI Search database for unstructured data
Machine_learning_and_deep_learning
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492
Aqueduct
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482
Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
Popmon
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461
Monitor the stability of a Pandas or Spark dataframe โ๏ธ
Agilerl
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457
Streamlining reinforcement learning with RLOps
Haupt
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451
Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon
Langtest
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430
Deliver safe & effective language models
Sagify
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422
LLMs and Machine Learning done easily
Mltrace
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418
Coarse-grained lineage and tracing for machine learning pipelines.
Hands On Train And Deploy Ml
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408
Train and Deploy an ML REST API to predict crypto prices, in 10 steps
Dbx
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398
๐งฑ Databricks CLI eXtensions - aka dbx is a CLI tool for development and advanced Databricks workflows management.
Mrmr
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386
mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.
Encord Active
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385
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
Skops
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385
skops is a Python library helping you share your scikit-learn based models and put them in production
Boostcamp Ai Tech Product Serving
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376
[Machine Learning Engineer Basic Guide] ๋ถ์คํธ์บ ํ AI Tech - Product Serving ์๋ฃ
Bodywork Core
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358
ML pipeline orchestration and model deployments on Kubernetes, made really easy.
Modelstore
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334
๐ฌ modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.
Unionml
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310
UnionML: the easiest way to build and deploy machine learning microservices
Gokart
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296
Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.
Kubernetes Mlops
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284
MLOps tutorial using Python, Docker and Kubernetes.
Distributed Ml Patterns
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270
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
Feathub
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255
FeatHub - A stream-batch unified feature store for real-time machine learning
Flama
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240
Fire up your models with the flame ๐ฅ
Machine Learning Goodness
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235
The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
Chitra
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219
A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
Hi Ml
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210
HI-ML toolbox for deep learning for medical imaging and Azure integration
Active Learning As A Service
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206
A scalable & efficient active learning/data selection system for everyone.
Machine Learning
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206
Learn AI together, for free. AI learning and teaching resources for everyone.
Whitebox
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184
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
Kedro Mlflow
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175
A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
Flytekit
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175
Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.
Bentoctl
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168
Fast model deployment on any cloud ๐
Cicd Templates
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166
Manage your Databricks deployments and CI with code.
Simpleai
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163
An easy way to host your own AI API and expose alternative models, while being compatible with "open" AI clients.
Post Modern Stack
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154
Joining the modern data stack with the modern ML stack
Frouros
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153
Frouros: an open-source Python library for drift detection in machine learning systems.
Kfp Tekton
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153
Kubeflow Pipelines on Tekton
Modelkit
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151
Toolkit for developing and maintaining ML models
Babylog
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148
A lightweight logger for machine learning teams to log images and predictions in production.
Ml Model Ci
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135
MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.
Yet Another Lightning Hydra Template
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129
Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.
Mlops Workload Orchestrator
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129
The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model productionization. This solution is an extendable framework that provides a standard interface for managing ML pipelines for AWS ML services and third-party services.
Athina Sdk
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127
LLM Testing SDK that helps you write and run tests to monitor your LLM app in production
Datachecks
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117
Open Source Data Quality Monitoring.
Tfx Addons
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116
Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group
Clearml Serving
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115
ClearML - Model-Serving Orchestration and Repository Solution
Intelligent App Workshop
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114
Immersive workshop showcasing the remarkable potential of integrating SoTA foundation models to enhance product experiences and streamline backend workflows. Leverages Microsoft's Copilot stack, Semantic Kernel and Azure primitives to offer an engaging and comprehensive introduction to AI-infused app development and deployment
Swanlab
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108
๐งSwanLab: track and visualize all the pieces of your machine learning pipeline. Join our WeChat โฌ๏ธ
Trubrics Sdk
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104
The first user analytics platform for AI models
Machine Learning
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103
All content related to machine learning from my blog
Fastapi Template
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101
Complete Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API as API framework.
Forml
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100
ForML - A development framework and MLOps platform for the lifecycle management of data science projects
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