Rickchen0910's repositories
PhD-Supervision-Related-Materials
This is a repository about my PhD progression
awesome_deep_learning_interpretability
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
Rickchen0910.github.io
Hexo Blog
awesome-awesomeness
A curated list of awesome awesomeness
linearmodels
Add linear models including instrumental variable and panel data models that are missing from statsmodels.
100-Days-Of-ML-Code
100 Days of ML Coding
tslearn
A machine learning toolkit dedicated to time-series data
nlp-journey
NLP 相关的一些文档、论文及代码, 包括主题模型(Topic Model)、词向量(Word Embedding)、命名实体识别(Named Entity Recognition)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算、机器翻译(Machine Translation)等，涉及到各种与nlp相关的算法，基于tensorflow 2.0。
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
BayesMadeSimple
Code for a tutorial on Bayesian Statistics by Allen Downey.
DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
netron
Visualizer for neural network, deep learning and machine learning models
statsmodels
Statsmodels: statistical modeling and econometrics in Python
rbook
Source files for "Learning Statistics with R"
Python-100-Days
Python - 100天从新手到大师
Deep-Learning-with-TensorFlow-book
深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
python-introduction
A set of notebooks the provide an introduction to Python.
Tutorials
Code for all my tutorials
load_forecasting
Load forcasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models
EconometricsWithR
📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
stata-latex-workflows
Stata Workflows for LaTeX Output
PRMLT
Matlab code for machine learning algorithms in book PRML
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
paper-tips-and-tricks
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
tsa-notebooks
Jupyter notebooks on time series econometrics topics.
hayashi
Answers to review questions and analytical exercises of the Econometrics (Hayashi, 2000) textbook.
bayesian-statistics-coursera
Bayesian Statistics: From Concept to Data Analysis by University of California, Santa Cruz