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mlflow/mlflow

MLflow is an open-source platform for building, tracking, and deploying AI/ML models with end-to-end observability and evaluation tools.

24.6K
Active
Python
ML Ops
Agent Coordination
LangChain
#mlflow#ai-models#experiment-tracking

microsoft/nlp-recipes

A comprehensive collection of best practices and examples for natural language processing (NLP) using Python.

6.4K
Archived
Python
LLM Frameworks
API Frameworks
Python
#natural-language-processing#deep-learning#machine-learning

aimhubio/aim

Aim is an open-source experiment tracker that makes it easy to track and visualize machine learning experiments.

6.0K
Active
Python
ML Ops
CLI Tools
PyTorch
#experiment-tracking#metadata-tracking#visualization

charliedream1/ai_quant_trade

A comprehensive platform for learning, simulating, and live trading of stocks using AI and ML techniques.

5.2K
Stable
Jupyter Notebook
Trading Strategies
API Frameworks
Jupyter Notebook
#trading-bot#trading-platform#trading-strategies

databricks/koalas

Koalas is a pandas-like API for Apache Spark, enabling data scientists to work with big data using familiar pandas syntax.

3.4K
Archived
Python
ORMs & Query Builders
Databases
Spark
#big-data#data-science#dataframe

fmind/mlops-python-package

Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

1.4K
Active
Jupyter Notebook
MLOps
CLI Tools
Python
#mlops#data-pipelines#automation

databricks/LearningSparkV2

This is a book that teaches how to use Apache Spark for lightning-fast data analytics.

1.4K
Archived
Scala
ETL & Pipelines
Databases
Spark
#apache-spark#delta-lake#mlflow

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