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algorithm-base

专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

approachingalmost

Approaching (Almost) Any Machine Learning Problem

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

automated-feature-engineering

Automated feature engineering in Python with Featuretools

beautygan

transfer the makeup style of a reference face image to a non-makeup face

bokeh

Interactive Web Plotting for Python

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.

circular_plot

Python and JS scripts for plotting a circular relational plot

code_standardization

This repository provides an overview of code standardization as well as some examplary files in Matlab and Python.

coding-interview-university

A complete computer science study plan to become a software engineer.

combat.py

python / numpy / pandas / patsy version of ComBat for removing batch effects.

combat_python

Python script for doing batch correction with ComBat

combatharmonization

Harmonization of multi-site imaging data with ComBat

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

competitive-data-science-1

How to Win a Data Science Competition: Learn from Top Kagglers

deep-flow-prediction

A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning

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[email protected] 版权所有，违权必究 Tan 2018.06

dimensionality_reduction_alo_codes

PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

feature-engineering

Tips for Advanced Feature Engineering

gated-graph-neural-network-samples

Sample Code for Gated Graph Neural Networks

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

heamy

A set of useful tools for competitive data science.

housing_price_prediction_kaggle

Kaggle Classic competition

hypertools-paper-notebooks

Supporting notebooks and data from hypertools paper

interpret

Fit interpretable models. Explain blackbox machine learning.

kaggletils

knowledge_gpt

Accurate answers and instant citations for your documents.

leetcode

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