ML Ops
Explore 798 open source projects in ML Ops
Showing 21-40 of 798 projects
ZuzooVn/machine-learning-for-software-engineers
Study plan for software engineers to become machine learning engineers
eugeneyan/applied-ml
Curated resources for data science and machine learning in production
academic/awesome-datascience
Comprehensive Data Science learning and resource guide
Genesis-Embodied-AI/Genesis
Physics platform for robotics & embodied AI with generative data capabilities
dmlc/xgboost
Distributed gradient boosting library for fast and accurate data science solutions
fastai/fastai
Deep learning library for fast and easy model building
ageron/handson-ml
Deprecated ML book repo with Jupyter notebooks for learning fundamentals
shap/shap
SHAP explains ML model outputs using Shapley values for interpretability.
mlflow/mlflow
MLflow is an open-source platform for building, tracking, and deploying AI/ML models with end-to-end observability and evaluation tools.
plotly/dash
Build interactive data apps and dashboards with Python, no JavaScript required.
trekhleb/homemade-machine-learning
Interactive machine learning algorithms in Python with Jupyter demos
PaddlePaddle/Paddle
PaddlePaddle is a deep learning framework for industrial-scale ML, offering distributed training, model deployment, and Python/C++ support.
liguodongiot/llm-action
Comprehensive LLM engineering and application resources with training, inference, compression, and deployment guides
harvard-edge/cs249r_book
ML Systems textbook and hands-on learning stack for building real-world AI systems
dennybritz/reinforcement-learning
Reinforcement Learning implementations and exercises for Python developers
PrefectHQ/prefect
Workflow orchestration for resilient data pipelines in Python
recommenders-team/recommenders
Recommenders is a project for prototyping and operationalizing recommendation systems with Jupyter notebooks and best practices.
huggingface/datasets
AI-powered dataset management and preprocessing library for ML projects
apache/mxnet
Deep learning framework for efficiency and flexibility with Python, R, Julia, and more
EthicalML/awesome-production-machine-learning
Curated list of open source libraries for deploying, monitoring, and scaling machine learning in production
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