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a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

bert

TensorFlow code and pre-trained models for BERT

data-lake

data lake

glove

GloVe model for distributed word representation

locality-sensitive-hashing

min-hash and p-stable hash

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

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep 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。

nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

qtawesome

Iconic fonts in PyQt and PySide applications

set-similarity-join

set similarity join

similarity-search-and-join

similarity join and search algorithms for edit distance and jaccard

spotifyml

G03: Final Machine Learning Project against the Spotify dataset that consists of 5K+ records for the USC Viterbi Data Analytics Boot Camp

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

the-gan-zoo

A list of all named GANs!

transformer-xl

word2vec_commented

Commented (but unaltered) version of original word2vec C implementation.

yolox

More Than YOLO（v3, v4, v3-tiny, v4-tiny）