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lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

lightgbm

LightGBM is 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.

line

LINE: Large-scale information network embedding

machine-learning

All ml related code and blogs

markdown-resume

Generate a responsive CSS3 and HTML5 resume with Markdown, with optional PDF output.

mask_rcnn

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

mbtr

Multivariate Boosted TRee

mean-teacher

A state-of-the-art semi-supervised method for image recognition

medical_ner_crfsuite

基于条件随机场的医疗电子病例的命名实体识别

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

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

mljar-supervised

The Automated Machine Learning - the new standard in ML. Machine Learning for Humans.

monotonic-woe-binning-algorithm

Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard models (pip install monotonic-binning)

ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

ner-pytorch

LSTM+CRF NER

neural-network-papers

neuralclassifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

node

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

orange

Orange 2 (Python 2.7) data mining suite http://orange.biolab.si

org-thesis

Writing a Ph.D. thesis with Org Mode

pandas-cookbook

Recipes for using Python's pandas library

paper

搜集的一些文档

paper-picture-writing-code

Paper Picture Writing Code

paraphrase-id-tensorflow

Various models and code for the paraphrase identification task, specifically with the Quora Question Pairs dataset.

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

pepenude

PepeNude is an application that allows you to transform photos into entertaining results. CLI and GUI versions available.

practical_rl

A course in reinforcement learning in the wild

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

programming-collective-intelligence

Examples from Programming Collective Intelligence

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book