Pinned Repositories
Detecting-Cancer-on-Gigapixel-Images
Columbia University Applied Deep Learning Project: Detecting Cancer Metastases on Gigapixel Pathology Images
English-Chinese-Translator
A seq2seq translation model with attention mechanism in MXNET
feature-engineering-handbook
A practical feature engineering handbook
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. .
leetCode-SQL
Answers for all 153 database questions on LeetCode [Update on 2021/04/03]
Modified-DTree
Modified Decision Tree(CART) with NA tolerance
Reflection_Summary
算法理论基础知识应知应会
Tang-Poetry-Generator
A multi-layer (optional bidirectional) RNN, LSTM, GRU framework to create tang poetry
Tree-Math
Math behind all the mainstream tree-based machine learning models
Weibo-Sentiment-Classifier
A Weibo-Sentiment-Classifier based on 2-layer bidirectional LSTM model / textCNN using MXNET
YC-Coder-Chen's Repositories
YC-Coder-Chen/feature-engineering-handbook
A practical feature engineering handbook
YC-Coder-Chen/leetCode-SQL
Answers for all 153 database questions on LeetCode [Update on 2021/04/03]
YC-Coder-Chen/Tree-Math
Math behind all the mainstream tree-based machine learning models
YC-Coder-Chen/Detecting-Cancer-on-Gigapixel-Images
Columbia University Applied Deep Learning Project: Detecting Cancer Metastases on Gigapixel Pathology Images
YC-Coder-Chen/English-Chinese-Translator
A seq2seq translation model with attention mechanism in MXNET
YC-Coder-Chen/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. .
YC-Coder-Chen/Tang-Poetry-Generator
A multi-layer (optional bidirectional) RNN, LSTM, GRU framework to create tang poetry
YC-Coder-Chen/Weibo-Sentiment-Classifier
A Weibo-Sentiment-Classifier based on 2-layer bidirectional LSTM model / textCNN using MXNET
YC-Coder-Chen/Modified-DTree
Modified Decision Tree(CART) with NA tolerance
YC-Coder-Chen/Reflection_Summary
算法理论基础知识应知应会
YC-Coder-Chen/Integrated-AUTO-ML
a higher integrated AUTO pipeline to boost data science efficiency
YC-Coder-Chen/Word2Vec-Ancient-Chinese-Poems
A Skip-Gram Model trained with negative sampling on over 60k Ancient Chinese Poems
YC-Coder-Chen/leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
YC-Coder-Chen/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.
YC-Coder-Chen/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。
YC-Coder-Chen/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）
YC-Coder-Chen/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.
YC-Coder-Chen/TensorFlow-Course
Simple and ready-to-use tutorials for TensorFlow
YC-Coder-Chen/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
YC-Coder-Chen/YC-Coder-Chen.github.io
YC-Coder-Chen/fastai
The fastai deep learning library, plus lessons and tutorials
YC-Coder-Chen/git-practice
YC-Coder-Chen/py4fi
Python for Finance (O'Reilly)
YC-Coder-Chen/pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
YC-Coder-Chen/scikit-learn
scikit-learn: machine learning in Python
YC-Coder-Chen/tensorflow-handbook
简单粗暴 TensorFlow 2.0 | A Concise Handbook of TensorFlow 2.0
YC-Coder-Chen/Unsupervised-Notes
My study notes, contains Math behind some unsupervised machine learning models.