David Chen (YC-Coder-Chen)

YC-Coder-Chen

Geek Repo

Company:Alibaba

Location:Shanghai, CN

Home Page:https://www.linkedin.com/in/yc3526/

Github PK Tool:Github PK Tool

David Chen's repositories

feature-engineering-handbook

A practical feature engineering handbook

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leetCode-SQL

Answers for all 153 database questions on LeetCode [Update on 2021/04/03]

Tree-Math

Math behind all the mainstream tree-based machine learning models

Detecting-Cancer-on-Gigapixel-Images

Columbia University Applied Deep Learning Project: Detecting Cancer Metastases on Gigapixel Pathology Images

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English-Chinese-Translator

A seq2seq translation model with attention mechanism in MXNET

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GRU-stock-price-prediction

A new GRU framework for stock price prediction. A new module similar to the attention mechanism and a module similar to the ResNet are added in the framework. .

Tang-Poetry-Generator

A multi-layer (optional bidirectional) RNN, LSTM, GRU framework to create tang poetry

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Modified-DTree

Modified Decision Tree(CART) with NA tolerance

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Weibo-Sentiment-Classifier

A Weibo-Sentiment-Classifier based on 2-layer bidirectional LSTM model / textCNN using MXNET

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Reflection_Summary

算法理论基础知识应知应会

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Integrated-AUTO-ML

a higher integrated AUTO pipeline to boost data science efficiency

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leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

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Word2Vec-Ancient-Chinese-Poems

A Skip-Gram Model trained with negative sampling on over 60k Ancient Chinese Poems

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catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

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chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人,21050首词。

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LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

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LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

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TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow

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xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

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fastai

The fastai deep learning library, plus lessons and tutorials

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py4fi

Python for Finance (O'Reilly)

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pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

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scikit-learn

scikit-learn: machine learning in Python

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tensorflow-handbook

简单粗暴 TensorFlow 2.0 | A Concise Handbook of TensorFlow 2.0

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Unsupervised-Notes

My study notes, contains Math behind some unsupervised machine learning models.

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