Here are 1,136 public repositories matching this topic "mlops"
Repository Created on September 21, 2022, 1:02 pm
The open source active learning toolkit to find failure modes in your computer vision models, prioritize data to label next, and drive data curation to improve model performance.
Last updated on January 27, 2023, 10:13 am
Repository Created on August 9, 2019, 6:17 am
datasets deep-learning machine-learning data-science pytorch tensorflow data-version-control python ai ml
Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai
Last updated on January 26, 2023, 6:56 am
Repository Created on September 11, 2017, 12:18 am
pipeline-tests dataquality datacleaning datacleaner data-science data-profiling pipeline pipeline-testing cleandata dataunittest
Always know what to expect from your data.
Last updated on January 27, 2023, 1:36 pm
Repository Created on June 19, 2019, 2:00 am
computer-vision deep-learning image-annotation annotation-tool annotation labeling labeling-tool image-labeling image-labelling-tool boundingbox
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Last updated on January 27, 2023, 12:59 pm
Repository Created on May 30, 2020, 9:37 pm
neural-network matching search-engine knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity approximate-nearest-neighbor-search
Qdrant - Vector Search Engine and Database for the next generation of AI applications. Also available in the cloud https://qdrant.to/cloud
Last updated on January 27, 2023, 2:36 pm
Repository Created on February 19, 2021, 11:23 am
📝 Examples of experiment tracking, model registry, data versioning, and monitoring machine learning model training live in neptune.ai
Last updated on January 25, 2023, 10:38 am
Repository Created on March 6, 2022, 9:45 pm
machine-learning artificial-intelligence mlops quality-assurance machine-learning-testing ml testing ml-validation ml-testing cicd
Collaborative & Open-Source Quality Assurance for AI models 🧑🔧⚡️
Last updated on January 27, 2023, 11:43 am
Repository Created on April 5, 2022, 8:21 pm
database language-model machine-learning mlops search search-engine search-engines semantic semantic-search-engine text-classification
NucliaDB is a cloud-native database for unstructured data and vector, text, paragraphs and relations indexing
Last updated on January 26, 2023, 7:51 pm
Repository Created on January 26, 2022, 3:27 pm
machine-learning ml mlops performance-monitoring data-science monitoring python data-drift model-monitoring data-analysis
Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. It alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance.
Last updated on January 25, 2023, 9:14 am
Repository Created on November 20, 2022, 10:33 am
Production Grade Nifi & Nifi Registry. Deploy for VM (Virtual Machine) with Terraform + Ansible, Helm & Helmfile for Kubernetes (EKS)
Last updated on December 20, 2022, 5:58 am
Repository Created on February 13, 2020, 5:04 pm
neural-search cloud-native deep-learning machine-learning framework vector-search-engine grpc kubernetes microservices semantic-search
🔮 Build multimodal AI services via cloud native technologies · Neural Search · Generative AI · Cloud Native
Last updated on January 27, 2023, 12:21 pm
Repository Created on March 30, 2016, 3:03 pm
search-engine semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search ann hnsw
Weaviate is an open source vector search engine that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.
Last updated on January 27, 2023, 12:13 pm
Repository Created on November 7, 2022, 7:29 am
concept-drift data-drift edge-cases machine-learning ml-observability mlops retraining ml-refinement
UpTrain is an open-source tool for machine learning model monitoring and refinement. Join our community: https://discord.gg/zYXDMktp9P
Last updated on January 27, 2023, 2:05 pm
Repository Created on December 20, 2017, 2:51 pm
kubernetes machine-learning deployment serving mlops aiops machine-learning-operations production-machine-learning
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Last updated on January 26, 2023, 1:23 pm
Repository Created on April 28, 2021, 2:37 pm
python data-science human-in-the-loop natural-language-processing mlops artificial-intelligence knowledge-graph developer-tools text-labeling annotation-tool
✨ Open-source tool for data-centric NLP. Argilla helps domain experts and data teams to build better NLP datasets in less time.
Last updated on January 26, 2023, 11:58 pm
Repository Created on November 5, 2014, 5:14 pm
productivity automation reproducibility reuse devops mlops open-source machine-learning portability reusability
This cross-platform tool helps to make software projects more portable, modular, reusable and reproducible across continuously changing software, hardware and data. It is being developed by the open MLCommons taskforce to reduce development, benchmarking, optimization and deployment time for ML and AI systems.
Last updated on January 19, 2023, 1:10 am
Repository Created on July 7, 2022, 10:29 pm
machine-learning computer-vision data-format deep-learning python apache-arrow duckdb mlops data-analysis data-analytics
Alternative to Parquet. 100x faster for random access, automatic versioning, optimized for computer vision, bioinformatics, spatial and ML data. Apache Arrow and DuckDB compatible.
Last updated on January 27, 2023, 4:57 am
Repository Created on March 24, 2017, 5:46 am
machine-learning experiment-track deep-learning keras tensorflow pytorch hyperparameter-search reinforcement-learning mlops data-science
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Last updated on January 27, 2023, 11:05 am
Repository Created on November 19, 2020, 9:25 am
mlops machine-learning data-science production-ready devops-tools zenml pipelines metadata-tracking deep-learning pytorch
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
Last updated on January 26, 2023, 5:07 pm
Repository Created on October 14, 2021, 12:43 pm
Platform for a hybrid execution of ML workflows that transparently integrates local and remote runtimes
Last updated on January 8, 2023, 2:05 pm