YC-Coder-Chen

chinese-poetry

The most comprehensive database of 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。

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

jieba

结巴中文分词

tqdm

:zap: A Fast, Extensible Progress Bar for Python and CLI

netron

Visualizer for neural network, deep learning and machine learning models

shap

A game theoretic approach to explain the output of any machine learning model.

git-recipes

🥡 Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

jupyter-themes

Custom Jupyter Notebook Themes

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

modin

Modin: Scale your Pandas workflows by changing a single line of code

snownlp

Python library for processing Chinese text

python-docx

Create and modify Word documents with Python

tensorflow-handbook

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

qgrid

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

hiplot

HiPlot makes understanding high dimensional data easy

Reflection_Summary

算法理论基础知识应知应会

LaTeX_OCR_PRO

:art: 数学公式识别增强版：中英文手写印刷公式、支持初级符号推导（数据结构基于 LaTeX 抽象语法树）Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).

nstools

Some meaningless nscripter tools.

smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

imylu

Pure Python implementation of machine learning algorithms

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

English-Chinese-Translator

A seq2seq translation model with attention mechanism in MXNET

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. .

Modified-DTree

Modified Decision Tree(CART) with NA tolerance

Weibo-Sentiment-Classifier

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

Word2Vec-Ancient-Chinese-Poems

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

311-Explanatory-Analysis