Dongfeng Han's repositories
leetcode_
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
ecg-classification_new
ECG Arrhythmia classification using CNN
Deep-learning-ECG-The-China-Physiological-Signal-Challenge-2018-champion
The model and the code of The China Physiological Signal Challenge 2018 champion
mcr2
Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)
rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
FinRL-Library
A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance.
sktime
A unified toolbox for machine learning with time series
researchNotes
researchNotes
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Portfolio
Portfolio of Allen Downey at Olin College
lihang-code
《统计学习方法》的代码实现
leetcode-2
Python & JAVA Solutions for Leetcode
Wide-and-Deep-Keras
Keras implementation of Tensorflow's Wide and Deep Algorithm
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
PySnooper
Never use print for debugging again
shap
A unified approach to explain the output of any machine learning model.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
hctsa
Highly comparative time-series analysis code repository
awesome_time_series_in_python
This curated list contains python packages for time series analysis
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
thundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUs
Reco-papers
Classic papers and resources on recommendation
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
Keras_Bag_of_Tricks
Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras
RSPapers
Must-read papers on Recommender System.
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接