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316 search results found

Pythondatasciencehandbook ⭐ 40,176

Python Data Science Handbook: full text in Jupyter Notebooks

30 Days Of Python ⭐ 28,478

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xL

Data Science Ipython Notebooks ⭐ 25,668

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Seaborn ⭐ 11,624

Statistical data visualization in Python

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

Mlcourse.ai ⭐ 9,376

Open Machine Learning Course

Pygwalker ⭐ 8,698

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

Ai Learn ⭐ 8,256

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Python_for_data_analysis_2nd_chinese_version ⭐ 6,927

《利用Python进行数据分析·第2版》

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Machine Learning With Python ⭐ 2,980

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

100 Days Of Ml Code Chinese Version ⭐ 2,923

Chinese Translation for Machine Learning Infographics

Pandas Data Science Tasks ⭐ 738

Set of real world data science tasks completed using the Python Pandas library

Daily Dose Of Data Science ⭐ 691

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

Baby Names Analysis ⭐ 555

Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.

Eat_pyspark_in_10_days ⭐ 534

pyspark🍒🥭 is delicious，just eat it!😋😋

Pynamical ⭐ 518

Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.

Stats Maths With Python ⭐ 492

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Traceml ⭐ 490

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Mexican Government Report ⭐ 444

Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.

Subreddit Analyzer ⭐ 422

A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.

Hands On Data Analysis With Pandas ⭐ 390

Materials for following along with Hands-On Data Analysis with Pandas.

Lantern ⭐ 338

Data exploration glue

Python Roadmap ⭐ 334

Python Roadmap. Learn Python programming as your first programming language. Python for Absolute Beginners, Non-Tech Professionals, 15+ Projects, 30 Topics, 500+ Practice Questions, with Data Structures & Algorithms

A-share quantitative system. A股量化系统

Pydatasciencetoolkits_base ⭐ 322

使用Python进行数据分析实验工具NumPy、Pandas、Matplotlib、Scikit-l Notebook格式

Windrose ⭐ 318

A Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution

Tutoriales de Python para el análisis de datos en el curso IE0405 - "Modelos Probabilísticos de Señales y Sistemas" de la Universidad de Costa Rica.

Twelvedata Python ⭐ 292

Twelve Data Python Client - Financial data API & WebSocket

Jd_analysis ⭐ 258

京东商城评价信息数据分析。查看示例：http://awolfly9.com/article/jd_c

Jupyter Tips And Tricks ⭐ 245

Using Project Jupyter for data science.

Geopython ⭐ 241

Notebooks and libraries for spatial/geo Python explorations

Apachecn Ds Zh ⭐ 237

📖 [译] ApacheCN 数据科学译文集

Data Analysis Using Python ⭐ 215

Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

Dexplot ⭐ 202

Simple plotting library that wraps Matplotlib and integrated with DataFrames

Data Science Types ⭐ 201

Mypy stubs, i.e., type information, for numpy, pandas and matplotlib

Introduction_to_ml_with_python ⭐ 198

도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.

Pycomplexheatmap ⭐ 182

PyComplexHeatmap: A Python package to plot complex heatmap (clustermap)

Stock Market Analysis And Prediction ⭐ 176

Stock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Google Finance.

Python Data Analysis And Image Processing Tutorial ⭐ 165

파이썬을 활용한 데이터 분석과 이미지 처리 - 강의 자료 및 소스코드 Repository입니다.

Opendatawrangling ⭐ 163

공공데이터 분석

Machine Learning Projects ⭐ 163

This repository consists of all my Machine Learning Projects.

100_days_mldl ⭐ 161

Hello Data Enthusiast! I will be updating my 100-day Journey here along with detailed Code Files Starting from Essential Libraries to Advanced Machine Learning and Deep Learning Algorithm Theory with Implementation. Save for Later ⭐ Happy Learning :)

100 Days Of Python ⭐ 160

🐍 The Complete Python Pro Bootcamp for 2021

Data Analysis ⭐ 155

主要是爬虫与数据分析项目总结，外加建模与机器学习，模型的评估。

Ml Cheatsheet ⭐ 149

A constantly updated python machine learning cheatsheet

统计你的微信连接多少人，包括好友、群聊人数，并提供去重后的长图结果

Benford_py ⭐ 126

Python implementation of Benford's Law tests.

Ml Study ⭐ 109

ML Learning Sabbatical Study Materials

Matplotlib 3.0 Cookbook ⭐ 109

Matplotlib 3.0 Cookbook, published by Packt

Books related to AI/ML/DL/GENAI

Ciencia De Dados ⭐ 106

Disciplina de Ciências de Dados da UNINOVE

Pythonplot.com ⭐ 96

📈 Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seaborn, and Matplotlib.

Sigmoidal_ai ⭐ 89

Tutoriais de Python, Data Science, Machine Learning e Deep Learning - Sigmoidal

Data Science Machine Learning ⭐ 88

The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.

Tianchi Bigdata ⭐ 84

A code repository for my Tianchi big data competition.

Zhihu_spider ⭐ 79

large-scale user information crawler of zhihu

Docker Python Deep Learning ⭐ 74

A container for Deep Learning with Python 3

Guofei9987.github.io ⭐ 71

个人博客，欢迎fork

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Data Science For Marketing Analytics ⭐ 65

Achieve your marketing goals with the data analytics power of Python

Visualportfolio ⭐ 63

Model Metrics Plot ⭐ 59

🔨🔨🔨(mmplot)used to draw graphs of multiple index parameters such as algorithm accuracy and speed of multiple deep learning models.

Matplotlib Labs ⭐ 57

Python code for charts using matplotlib

Alfred Workflow for TensorFlow, PyTorch, Scikit-learn, NumPy, Pandas, Matplotlib, Statsmodels, Jax, RLLib API Docs

Stock Prediction ⭐ 57

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

Bsm Time Machine ⭐ 54

A Black-Scholes-based options backtesting simulator

Anesthetic ⭐ 53

Nested Sampling post-processing and plotting

Python For Data Science ⭐ 53

This is the repository for the course Python for Data Science covering Python Basics, Data Science Libraries (e.g., Pandas, Matplotlib, Sklearn).

Finance Data Analysis ⭐ 52

인프런 - 증권 데이터 수집과 분석으로 신호와 소음 찾기

Python Notebooks Data Wrangling ⭐ 51

Python 3.x notebooks about real-world data cleaning and visualization

Mbti Personality Classifier ⭐ 51

A model which uses your social media posting predict your MBTI personality type.

Geneview ⭐ 51

Genomics data visualization in Python by using matplotlib.

The Data Visualization Workshop ⭐ 50

A New, Interactive Approach to Learning Data Visualization

Agenoria ⭐ 47

Python utility for visualizing growth data from a newborn's first year, such as feeding, diapering, sleep, and growth, recorded in the Glow Baby app.

Algorithmic Trading ⭐ 46

Algorithmic trading using machine learning.

Ipython Notebooks ⭐ 43

A collection of Jupyter notebooks exploring different datasets.

Pandas Gpt ⭐ 42

Power up your data science workflow with ChatGPT.

Python Matematica ⭐ 41

Explorando aspectos fundamentais da matemática com Python e Jupyter

Hh_research ⭐ 41

Автоматизация поиска и исследования вакансий с сайта hh.ru (Headhunter) с помощью методов Python. Классификация данных, поиск статистических параметров.

Python For Earth Science Students ⭐ 41

Data Analytics Project Template ⭐ 41

A python project starter template for data-analytics and data-science.

Datascienv ⭐ 41

datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

Data Science Projects Eda ⭐ 40

The projects I've done over the course of time for practicing my EDA and Data Science skills. You can check the code out and learn!

Cracking Kaggle Competitions ⭐ 40

Different approaches for different Classical Machine Learning, and NLP competitions from Kaggle.

Keras-like APIs for JAX framework

Trackanimation ⭐ 37

Track Animation is a Python 2 and 3 library that provides an easy and user-adjustable way of creating visualizations from GPS data.

Dimensionality Reduction And Classification On Hyperspectral Images Using Python ⭐ 36

In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.

Ai_chatbot_class ⭐ 36

인공지능 챗봇과 딥러닝 자연어 처리 교육 자료 정리

Pydata Tokyo Tutorial 1 ⭐ 35

Materials for PyData.Tokyo Tutorial & Hackathon #1

Machine Learning Basics ⭐ 34

Tutorial on Machine Learning Basics with Python

Python Data Visualization ⭐ 34

D-Lab's 3 hour introduction to data visualization with Python. Learn how to create histograms, bar plots, box plots, scatter plots, compound figures, and more, using matplotlib and seaborn.

Facial Expression Recognition

Python Course ⭐ 33

Python Basics, Machine Learning and Deep Learning

Machine Learning Alpine ⭐ 31

Alpine Container for Machine Learning

A data exploration library written in python for (OpenFOAM) CFD data

10 Simple Hacks To Speed Up Your Data Analysis In Python ⭐ 29

Some useful Tips and Tricks to speed up the data analysis process in Python.

Statistical Modeling Examples ⭐ 28

Basic statistical modelling examples.

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