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awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

azuremigration

migration

bentoml

Model Serving Made Easy

bert4doc-classification

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

dtmvisual

This package consists of functionalities for dynamic topic modelling and its visualization

ensemble_cnn_classification_with_data_augmentation

Ensemble with data augmentation that achieves about 95% classification accuracy with FashionMNIST test data.

fashionmnist_dcgan_keras

deep convolutional generative adversarial network for FashionMNIST dataset with Keras and keras-adversarial

fashionmnist_image_classification

This notebook investigates whether multiple CNN models can achieve higher classification accuracy than any individual model.

hard_nut_to_crack_random_erase

The notebook is about improvement of classification accuracy for hard items in FashionMNIST dataset using random erase for regularization.

hromadskeua

Hromadske.ua dataset

mlflow

Open source platform for the machine learning lifecycle

recognition_digits_generated_from_cgan

Evaluating labeled images generated using Conditional Generative Adverserial Nets

sentiment_analysis_multilingual_corpora

a generic approach to the supervised sentiment analysis of social media content in foreign languages

swift-models

Models and examples built with Swift for TensorFlow

tuto

word2vec_dieselgate_scandal

Word2Vec model to detect words similar to "scandal" in the Twitter corpora scrapped during VW dieselgate scandal