YC-Coder-Chen's Repositories

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.

⭐ 1 🌐 Public

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。

⭐ 1 🌐 Public

Detecting-Cancer-on-Gigapixel-Images

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

⭐ 15 🌐 Public

English-Chinese-Translator

A seq2seq translation model with attention mechanism in MXNET

⭐ 12 🌐 Public

The fastai deep learning library, plus lessons and tutorials

⭐ 0 🌐 Public

feature-engineering-handbook

A practical feature engineering handbook

⭐ 333 🌐 Public

⭐ 0 🌐 Public

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. .

⭐ 10 🌐 Public

Integrated-AUTO-ML

a higher integrated AUTO pipeline to boost data science efficiency

⭐ 3 🌐 Public

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

⭐ 3 🌐 Public

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

⭐ 53 🌐 Public

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）

⭐ 3 🌐 Public

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.

⭐ 1 🌐 Public

Modified Decision Tree(CART) with NA tolerance

⭐ 7 🌐 Public

Python for Finance (O'Reilly)

⭐ 0 🌐 Public

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

⭐ 0 🌐 Public

Reflection_Summary

算法理论基础知识应知应会

⭐ 6 🌐 Public

scikit-learn: machine learning in Python

⭐ 0 🌐 Public

Tang-Poetry-Generator

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

⭐ 8 🌐 Public

TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow

⭐ 1 🌐 Public

tensorflow-handbook

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

⭐ 0 🌐 Public

Math behind all the mainstream tree-based machine learning models

⭐ 38 🌐 Public

Unsupervised-Notes

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

⭐ 2 🌐 Public

Weibo-Sentiment-Classifier

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

⭐ 8 🌐 Public

Word2Vec-Ancient-Chinese-Poems

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

⭐ 4 🌐 Public

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

⭐ 1 🌐 Public

YC-Coder-Chen.github.io

⭐ 1 🌐 Public