Category: data-science - Blair's Blog

blaire

👩🏻‍💻星洲小课堂 SinClass

Language Model and Perplexity

2001 NNLM

2019-06-16 data-science

2019-06-14 data-science

Convolutional Neural Networks

2019-06-13 data-science

2019-06-12 data-science

SVM vs LR

2019-06-10 data-science

L1 L2 Regularization

2019-06-09 data-science

Probabilistic Graphical Model

2019-06-08 data-science

Claude Shannon

2019-06-07 data-science

机器学习性能评估指标

2019-06-03 data-science

2019-06-02 data-science

2019-05-31 data-science

PCA

2019-04-21 data-science

fasttext word2vec

2018-12-19 data-science

2018-12-18 data-science

2018-12-16 data-science

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Blair Chen

📚 Morning Call 🧘
Only through continuous effort will fruits be borne.

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Language Model and Perplexity

Recurrent Neural Networks

Convolutional Neural Networks

Deep Feedforward Networks

SVM 和 LR 的区别与联系？

L1、L2 Regularization

Probabilistic Graphical Model

Information Entropy

Evaluation Metric

Rondom Forest vs GBDT

Logistic Regression

Dimensionality Reduction：PCA

FastText 用于高效文本分类的技巧

K-means

TextCNN 文本情感分类的卷积神经网络