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Python


TF Dev Summit ’19 | TensorFlow.jl: A Julia Front End to the TensorFlow World Julia is a new dynamic scientific programming language that’s as fast as C while maintaining an easy-to-use syntax with powerful metaprogramming. In this talk, we’ll explore how the TensorFlow.jl package lets you seamlessly combine Julia with TensorFlow, TensorBoard, and your existing …

TF Dev Summit ’19 | TensorFlow Probability: Learning with confidence TensorFlow Probability (TFP) is a Python library built on TensorFlow that makes it easy to combine probabilistic models and deep learning on modern hardware (TPU, GPU). It’s for data scientists, statisticians, and ML researchers/practitioners who want to encode domain knowledge to understand data and make …

Overview This guide shows how to install Matplotlib, a Python 2D plotting library which produces publication-quality figures in a variety of hardcopy formats and interactive environments across platforms.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   …

Overview This guide shows how to install scikit-learn. scikit-learn is a software machine learning library for the Python programming language.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   Installation 01. Activate your virtual environment, or skip …

Overview This guide shows how to install NumPy. NumPy is the fundamental package for scientific computing with Python.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   Installation 01. Activate your virtual environment, or skip this step …

Overview This guide shows how to install TFLearn. TFLearn Deep learning library featuring a higher-level API for TensorFlow.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   Installation 01. Activate your virtual environment, or skip this step …

Overview This guide shows how to install Pandas. Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   …

Overview This guide shows how to install Keras. Keras is a high-level neural networks API written and for Python. It is also capable of running on top of TensorFlow.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu …

Overview This guide shows how to install and verify TensorFlow. TensorFlow is an end-to-end open source platform for machine learning.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   Installation 01. Activate your virtual environment, or skip …

PyCon 2019 | Don’t be a robot, build the bot Speaker: Mariatta   Managing a large open source project like CPython is no easy task. Learn how the Python core team automated their GitHub workflow with bots, making it easier for maintainers and contributors to collaborate together. Even if you’re not managing a large project, …