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Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
lang: Python
stars: 18K
last activity:
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
lang: Jupyter Notebook
stars: 4.1K
last activity:
pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
lang: Python
stars: 8.7K
last activity:
mlflow / mlflow
Open source platform for the machine learning lifecycle
lang: Python
stars: 20K
last activity:
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
lang: C++
stars: 8.3K
last activity:
Streamlit — A faster way to build and share data apps.
lang: Python
stars: 38.5K
last activity:
iterative / dvc
🦉 Data Versioning and ML Experiments
lang: Python
stars: 14.3K
last activity:
A Cloud Native Batch System (Project under CNCF)
lang: Go
stars: 4.5K
last activity:
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
lang: Python
stars: 4.6K
last activity:
dotnet / spark
.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.
lang: C#
stars: 2K
last activity:
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
lang: Go
stars: 6.2K
last activity:
Probabilistic reasoning and statistical analysis in TensorFlow
lang: Jupyter Notebook
stars: 4.3K
last activity:
rapidsai / cuml
cuML - RAPIDS Machine Learning Library
lang: C++
stars: 4.6K
last activity:
AI + Data, online. https://vespa.ai
lang: Java
stars: 6.1K
last activity:
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
lang: C++
stars: 26.8K
last activity: