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100days

100 days of algorithms

ai-toolbox

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

algorithms

Minimal examples of data structures and algorithms in Python

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

autorec

awesome-python-cn

Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由伯乐在线持续更新。

bootstrap-datetimepicker

Both Date and Time picker widget based on twitter bootstrap (supports Bootstrap v2 and v3)

build_dataset

caffe

Caffe: a fast open framework for deep learning.

caffe_demos

cinevis

visualization of the budgets, revenues and ratings of recent films

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

crawler

web baidubaike data

data

Data and code behind the stories and interactives at FiveThirtyEight

deeplearningimplementations

Implementation of recent Deep Learning papers

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dssm

facerecognition_guide

This is a guide to face recognition with Python, GNU Octave/MATLAB and OpenCV2 C++. Eigenfaces and Fisherfaces are explained in detail and implemented.

ffmpeg-video-slideshow-scripts

Shell scripts to create video slideshows using images and videos

free-programming-books

:books: Freely available programming books

java

kaggle-dogs-vs-cats-solution

Kaggle dogs vs cats solution

keras-wine-model

Model built with the Keras Functional API

keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

kerasgan

A collection of Keras GAN notebooks

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

mining-the-social-web-2nd-edition

The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)

models

Models and examples built with TensorFlow

neural-image-assessment

Implementation of NIMA: Neural Image Assessment in Keras

nlp_estimator_tutorial

Educational material on using the TensorFlow Estimator framework for text classification