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Alex Walker's Projects

bm25 icon bm25

Okapi_BM25-文件與文件之間關聯性匹配

codestyle icon codestyle

基於 JAVA 共同開發之程式Format教學

compose icon compose

Define and run multi-container applications with Docker

n-gram_application icon n-gram_application

透過 Cosine 相似度計算文件(Vector)與文件(Vector)之間關聯性匹配,向量表達 Value 方式為 TF

neuralnetwork_demo icon neuralnetwork_demo

NeuralNetwork 基於最基本的 Back Propagation 進行學習,這邊以 python 程式進行 demo

nlp icon nlp

入門之NLP簡易教學

oop icon oop

透過 OOP 課程小作業更了解物件導向的基礎概念

reinforcement_learning icon reinforcement_learning

程式所使用之地圖為1列4行(State),可進行左右移動(Action),透過 Q-Learning 學習從第一行(起點)走至第4行(終點)之最小步數

spider icon spider

爬蟲城市(Crawler PTT and Yahoo Knowledge Web)

tfidf icon tfidf

Term 之權重加權技術-Simple JAVA code to perform TF-IDF term comparison

word2vec icon word2vec

訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.

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