Awesome Data Analysis
Section: Useful Python Tools for Data Analysis · Data validation and testing.
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Appears in 5 awesome lists
Always know what to expect from your data. Data validation, profiling, and documentation for data pipelines. Apache 2.0 licensed.
Section: Useful Python Tools for Data Analysis · Data validation and testing.
Section: Observability · Always know what to expect from your data.
Section: 1. Core Frameworks & Libraries · Always know what to expect from your data. Data validation, profiling, and documentation for data pipelines. Apache 2.0 licensed.
Section: Data Validation · Always know what to expect from your data.
Section: Tooling · Data validation and testing with integration in pipelines.
How to use the Hexagon Delegate to speed up model inference on mobile and edge devices. Also see blog post Accelerating TensorFlow Lite on Qualcomm Hexagon DSPs.
(label: good first issue) PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing.
Python module for building complex pipelines of batch jobs. Handles dependency resolution, workflow management, visualization, and Hadoop integration. Built at Spotify and battle-tested in production. Apache 2.0 licensed.
(formerly known as pytorch-transformers and pytorch-pretrained-bert) provides state-of-the-art general-purpose architectures (BERT, GPT-2, RoBERTa, XLM, DistilBert, XLNet, CTRL...) for Natural Language Understanding (NLU) and Natural Language Generation (NLG) with over 32+ pretrained models in…
"Use airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command line utilities make performing complex surgeries on DAGs a snap. The rich user interface makes it…
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, Flink and DataFlow. [Apache2]