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awesome-fashion-ai

A repository to curate and summarise research papers related to fashion and e-commerce

bert_ner

Ner with Bert

car_market

A case study of how to find two similar markets using machine learning methods

common_nickname_csv

A simple CSV that maps common first names to their nickname counterparts and vice-versa. Released as public domain.

datascienceresources

Open Source Data Science Resources.

datavisualization

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

fashiontags

A real consultant project to develop web app which apply deep convolutional neural network to generate fashion attributes for images uploaded to the web.

financial-ner

A notebook with Named Entity Recognition and Analysis for Financial Documents

flask_fashion_tags

focal-loss-keras

Binary and Categorical Focal loss implementation in Keras.

focal_loss_multi_class

mutil-class focal loss implemented in keras

foodnet

A complete case study of how to utilize machine learning and deep learning in real word situation. The core of the project is to build a text classifier for cuisine based on text of ingredients.

how_to_deploy_a_keras_model_to_production

This is the code for the "How to Deploy a Keras Model to Production" by Siraj Raval on Youtube

keras-flask-deploy-webapp

:smiley_cat: Pretty&simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

lda_topic_modeling

leetcode_problem_python

loandefault-prediction

Lending Club Loan data analysis

lstm_autoencoder

LSTM_autoencoder_test

math_ai_pre

math_of_ai

math_of_AI

ml_deepct

ML_DeepCT is a machine learning and deep learning CT image processing pipeline, including: CT image reconstruction, registration, stitching, segmentation and digital image analysis

ml_phase_contrast_reconstruction

X-ray phase contrast image reconstruction using machine learning method

mlflow

Open source platform for the machine learning lifecycle

multi-label-classification

machine-learning tensorflow multi-label-classification

music_recom

Hybrid music recommender system

natural_language_processing

Natural_Language_Processing

neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

numpy-ml

Machine learning, in numpy

parallel_ml

Tutorial on scikit-learn and IPython for parallel machine learning