🦋 A personal research and development (R&D) lab that facilitates the sharing of knowledge.
-
Updated
May 14, 2024 - HCL
🦋 A personal research and development (R&D) lab that facilitates the sharing of knowledge.
AI Observability & Evaluation
A high-throughput and memory-efficient inference and serving engine for LLMs
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
An orchestration platform for the development, production, and observation of data assets.
Workflow Engine for Kubernetes
NucliaDB, The AI Search database for RAG
JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
Label Studio is a multi-type data labeling and annotation tool with standardized output format
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Checklists and LLM prompts for efficient and effective test creation in data analysis
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Open source AI platform for rapid development of advanced AI and AGI pipelines.
Free MLOps course from DataTalks.Club
Add a description, image, and links to the mlops topic page so that developers can more easily learn about it.
To associate your repository with the mlops topic, visit your repo's landing page and select "manage topics."