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fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.
A Python module for decorators, wrappers and monkey patching.
Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)
Google Research
Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"
Decoupled Weight Decay Regularization (ICLR 2019)
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Unsupervised text tokenizer for Neural Network-based text generation.
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
Conditional GAN for generating synthetic tabular data.
newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups
Best Practices on Recommendation Systems
Simple, elegant, Pythonic functional programming.
A collection of resources on modern C++
Syntax based indentation for SQL files inside GNU Emacs
Image-to-Image Translation in PyTorch
TensorFlow-based neural network library