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100-days-of-ml-code

100 Days of ML Coding

100-days-of-ml-code-1

100-Days-Of-ML-Code中文版

100-days-of-ml-code-chinese-version

Chinese Translation for Machine Learning Infographics

advancedeast

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.

autokeras

An AutoML system based on Keras

awesome-text-summarization

The guide to tackle with the Text Summarization

berkeley-doc-summarizer

The Berkeley Document Summarizer is a learning-based, single-document summarization system that extracts source document content, exploits syntactic information to compress it, and uses coreference constraints to ensure clarity.

bertsum

Code for paper Fine-tune BERT for Extractive Summarization

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

classify-text

"20 Newsgroups" text classification with python

cnn_lstm_ctc_tensorflow

CNN+LSTM+CTC based OCR implemented using tensorflow.

deepdeblur_release

Deep Multi-scale CNN for Dynamic Scene Deblurring

deeprecommender

Deep learning for recommender systems

densenet.mxnet

:fire::fire:A MXNet implementation of DenseNet(with BC structure):fire::fire:

diffusion-models-papers-survey-taxonomy

Diffusion model papers, survey, and taxonomy

east

A tensorflow implementation of EAST text detector

fcis

Fully Convolutional Instance-aware Semantic Segmentation

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

image-denoising-state-of-the-art

ircnn

Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017)

keyword_extraction

利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

list_of_recommender_systems

A List of Recommender Systems and Resources

machine_learning_python

通过阅读网上的资料代码，进行自我加工，努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯

machinelearning_python

机器学习算法python实现

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn

mx-net implementation of Mask RCNN using MSCOCO

maskrcnn.mxnet

Mask-RCNN implementation in MXNet

movielens-recsys

基于MovieLens-1M数据集实现的协同过滤算法demo

mx-maskrcnn

An MXNet implementation of Mask R-CNN