Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-nlp

此项目是机器学习(Machine Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ml_cia

公众号机器学习荐货情报局所有代码

ml_notes

机器学习算法的公式推导以及numpy实现

ml_skills

对ML建模中的数据清洗、特征工程、数据增强、模型集成、类别不平衡学习等方面内容做梳理

mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

mlflow

Open source platform for the machine learning lifecycle

models

Models and examples built with TensorFlow

multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

multi-label-text-classification

About Muti-Label Text Classification Based on Neural Network.

multiclasslightgbmwithfocalloss

Multiclass LigthGBM classifier with costumized focal loss

mynlp

一个高性能、模块化、可扩展的中文NLP工具包

ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (ACL 2018 demo paper)

ner-lstm-crf

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

ner_corpus_chinese

NER（命名实体识别）中文语料，一站式获取

nlp

兜哥出品 <一本开源的NLP入门书籍>

nlp-1

各种nlp 工具的使用包括 word2vec nltk textblob crf++ 等

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