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DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
lang: C++
stars: 23.1K
last activity:
pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
lang: Python
stars: 8.2K
last activity:
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
lang: Python
stars: 28.1K
last activity:
ML.NET is an open source and cross-platform machine learning framework for .NET.
lang: C#
stars: 8.6K
last activity:
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: 12.6K
last activity:
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
lang: Python
stars: 4.3K
last activity:
A Cloud Native Batch System (Project under CNCF)
lang: Go
stars: 3.4K
last activity:
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
lang: Go
stars: 3.9K
last activity:
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
lang: Python
stars: 8.9K
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: 24.8K
last activity:
mlflow / mlflow
Open source platform for the machine learning lifecycle
lang: Python
stars: 15.5K
last activity:
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
lang: Python
stars: 2.6K
last activity:
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
lang: Python
stars: 3.6K
last activity:
mlpack: a fast, header-only C++ machine learning library
lang: C++
stars: 4.5K
last activity:
iterative / dvc
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
lang: Python
stars: 12.1K
last activity: