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kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, DeepLearning4 and other technologies.

kaggle

kaggle-carvana-image-masking-challenge

kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)

kaggle-ndsb

Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)

kaggle-quora-dup

Solution to Kaggle's Quora Duplicate Question Detection Competition

kaggle-toxic

Kaggle Toxic Challenge

kaggledays-recruit

Complete solution for the Recruit Restaurant Visitor Forecasting Competition

keras-convautoencoder

Keras autoencoders (convolutional/fcc) [proof of concept]

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

kod

My personal code

kubernetes-gpu-guide

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

liblbfgs

libLBFGS: a library of Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)

line

LINE: Large-scale information network embedding

lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

local-airbnb-pricer

⭐ Third Place at CodeJam: DataDive Hackathon: Deep learning algorithm that provides a suggested price for potential Airbnb listings in Montreal based on historic prices and Local Logic API data.

lpo

Implementation of the CVPR 2015 paper: Learning to propose objects

lstm---stock-prediction

A long term short term memory recurrent neural network to predict stock data time series

machine-comprehension

Machine Comprehension using Squad and Triviqa Data sets

machine-comprehension-keras

SimpleQA for SQuAd Dataset

machine-learning-for-cyber-security

Curated list of tools and resources related to the use of machine learning for cyber security

malaya

Natural-Language-Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/

matchzoo

MatchZoo is a toolkit for text matching. It was developed with a focus on enabling fast experimentation.

mercari-solution

Mercari 1st place solution (kaggle)

microsoft-malware-prediction

https://www.kaggle.com/c/microsoft-malware-prediction/leaderboard

mini_qa

Toy question answering program. Aimed at "Who ....?" questions, e.g., "Who invented the C programming language?"

mtcnn-2

Repository for "Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks", implemented with Caffe, C++ interface.

neuroner

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

news-classification

新闻分类系统&谣言处理系统

nmr-pred

Prediction of NMR Spectra from Structure