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169 search results found

Parallel_ml_tutorial ⭐ 1,529

Tutorial on scikit-learn and IPython for parallel machine learning

Python Tutorial ⭐ 1,261

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数

Scipy 2016 Sklearn ⭐ 498

Scikit-learn tutorial at SciPy2016

Stats Maths With Python ⭐ 492

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

Audio Spectrum Analyzer In Python ⭐ 449

A series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.

Scipy Cookbook ⭐ 436

Workshopscipy ⭐ 396

A workshop for scientific computing in Python. ( December 2017 )

Elegant Scipy ⭐ 396

1st Edition of Elegant SciPy (O'Reilly Publishers)

Awesome Pandas ⭐ 346

A collection of resources for pandas (Python) and related subjects.

Python Seminar ⭐ 310

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

Psi4numpy ⭐ 306

Combining Psi4 and Numpy for education and development.

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

Scipy 2017 Sklearn ⭐ 278

Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller

Scipy_con_2019 ⭐ 266

Tutorial Sessions for SciPy Con 2019

Scipy 2018 Sklearn ⭐ 237

Scipy 2018 scikit-learn tutorial by Guillaume Lemaitre and Andreas Mueller

Scikit Gstat ⭐ 204

Geostatistical variogram estimation expansion in the scipy style

The Elements Of Statistical Learning Notebooks ⭐ 197

Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman

Fatiando ⭐ 182

Python toolkit for modeling and inversion in geophysics. DEPRECATED in favor of our newer libraries (see www.fatiando.org)

Ml Notebook ⭐ 164

Dockerfile for multiple machine learning tools.

Optimization Python ⭐ 156

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

Bookrepo ⭐ 156

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。

Scicompforchemists ⭐ 149

Scientific Computing for Chemists text for teaching basic computing skills to chemistry students using Python, Jupyter notebooks, and the SciPy stack. This text makes use of a variety of packages including NumPy, SciPy, matplotlib, pandas, seaborn, NMRglue, SymPy, scikit-image, and scikit-learn.

Scipy 2017 Tutorial Pandas ⭐ 147

SciPy 2017 Pandas Tutorial

Numba_tutorial_scipy2016 ⭐ 126

Numba tutorial materials for Scipy 2016

Pydy Tutorial Human Standing ⭐ 118

PyDy tutorial materials for MASB 2014, PYCON 2014, and SciPy 2014/2015.

Open-source library for analyzing the results produced by ABINIT

Scipy 2017 Cython Tutorial ⭐ 103

Material for the SciPy 2017 Cython tutorial

Scikit Activeml ⭐ 101

Our package scikit-activeml is a Python library for active learning on top of SciPy and scikit-learn.

Scipy_2014_julia ⭐ 98

Statistics And Probability In Python ⭐ 84

Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"

Machine Learning ⭐ 80

Code & Data for Introduction to Machine Learning with Scikit-Learn

This project contains code for paper Ksenia Konyushkova, Raphael Sznitman, Pascal Fua 'Learning Active Learning from Data', NIPS 2017

Credit Risk Modelling ⭐ 71

Credit Risk analysis by using Python and ML

Scipy2018 Jupyterlab Tutorial ⭐ 71

Tutorial material and instruction for scipy 2018 jupyterlab tutorial

Scipy Advanced Tutorial ⭐ 71

Advance Tutorial For SciPy

Qgen Workshop ⭐ 71

ImplementAI Workshop on Deep NLP for Question Generation

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Jupyter_boilerplate ⭐ 69

Adds a customizable menu item to Jupyter (IPython) notebooks to insert boilerplate snippets of code

Pyvaporation ⭐ 66

The solution for modelling pervaporation membrane performance based on experimental data

Maths With Python ⭐ 65

Ncar Python Tutorial ⭐ 63

Numerical & Scientific Computing with Python Tutorial

Scipy_2017_notes ⭐ 57

Links and notes for SciPy 2017

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.

Pixel Deflection ⭐ 54

Deflecting Adversarial Attacks with Pixel Deflection

Pvmismatch ⭐ 51

An explicit Python PV system IV & PV curve trace calculator which can also calculate mismatch.

Scipy4cv ⭐ 50

Tutorial: SciPy and OpenCV as an interactive computing environment for computer vision

Ml_ta_iiitb_2020 ⭐ 49

Scipy 2017 Holoviews Tutorial ⭐ 45

Material for 'Interactive Data Visualization with HoloViews & Bokeh' SciPy tutorial

Pythontutor ⭐ 45

Sklearn_europython_2014 ⭐ 45

Scikit-learn Tutorial at EuroPython 2014

Scipy2019 Jupyterlab Tutorial ⭐ 43

Scipy 2019 JupyterLab tutorial

Scipy 2019 Pandas ⭐ 43

Pandas tutorial for SciPy 2019

Pandas Gpt ⭐ 42

Power up your data science workflow with ChatGPT.

Python Matematica ⭐ 41

Explorando aspectos fundamentais da matemática com Python e Jupyter

Python Notebooks ⭐ 39

Scientific Computing with Python for beginners.

Scipy 2016 Tutorial ⭐ 38

SymPy tutorial materials for SciPy 2016

Chen 3170 ⭐ 37

Computational Methods in Chemical Engineering (UMass Lowell, Spring 2024); Prof. Valmor F. de Almeida.

Scipy 2017 Codegen Tutorial ⭐ 36

SymPy code generation tutorial at SciPy 2017

Stereo Matching ⭐ 35

Stereo-image depth reconstruction with different matching costs and matching algorithms in Python using Numpy and Numba

Madpy Dask ⭐ 34

MadPy Dask talk materials

Efficientpython ⭐ 34

Efficient python for data science, machine learning, and software engineering

Pythoncompphys ⭐ 31

Some python workbooks with various topics from Computational Physics

Scipy2017 ⭐ 31

SciPy 2017 tutorial: HDF5 take 2: h5py and PyTables

12p5yr_stochastic_analysis ⭐ 30

Analysis and tutorial materials associated with the NANOGrav Collaboration's search for an isotropic stochastic gravitational-wave background in 12.5-years of precision millisecond pulsar timing data.

Python Data Science ⭐ 28

Lecture notes and materials for Python Data Science course

<혼자 공부하는 데이터 분석 with 파이썬>의 코드 저장소

Gds_scipy16 ⭐ 27

Geographic Data Science with PySAL - Scipy'16

Magichour ⭐ 26

Security log file challenge

Pytorch Notebook ⭐ 24

Jupyter Notebook Pytorch Stack

Cncc 2019 ⭐ 24

Computational Neuroscience Crash Course (CNCC 2019)

Pycon 2017 ⭐ 23

Mastering scipy.spatial PyCon 2017 Tutorial

Mayavi Tutorial ⭐ 23

Mayavi tutorial material

Kmedoids ⭐ 23

The Partitioning Around Medoids (PAM) implementation of the K-Medoids algorithm in Python [Unmaintained]

Python Notebooks ⭐ 23

Python notebooks for demonstrating various ideas, APIs, libraries.

Data Proc Adv ⭐ 22

Data Processing Advanced: a course on scientific computing with Numpy/Scipy

Pythonocc Binderhub ⭐ 21

A docker image to test pythonocc online at mybinder.org

Python Machine Learning Mini Course Zh Tw ⭐ 20

Python Machine Learning Mini-Course 繁體中文版

Scipy 2014 Tutorial ⭐ 19

The SymPy tutorial for SciPy 2014

Py_sphere_voronoi ⭐ 19

Python utility code for handling spherical Voronoi Diagrams

Pydata 2019 ⭐ 19

Materials for the Presentation "A Crash Course in in Applied Linear Algebra"

Tutorial Pybr2020 ⭐ 19

Uma introdução ao Python Científico: NumPy, SciPy e Matplotlib

Gettingstarted ⭐ 19

Scipy 2019 Tutorial

Scipy 2018 Software Eng Techniques ⭐ 18

Software Engineering Techniques Tutorial at SciPy 2018

Safe Handling Instructions For Missing Data ⭐ 17

Code and data for SciPy 2018 talk on missing data

Scikit Image Processing ⭐ 17

Image processing examples with Numpy, Scipy, and Scikit-image

Karpov_courses ⭐ 16

🐳 Проектная деятельность. Здесь хранятся лекции, практические задания и проекты с karpov_courses. Ссылка: https://karpov.courses/

Learning Scipy ⭐ 16

This repository contains source code programs and some notes to complement the book about the scientific Python module SciPy entitle [Learning SciPy for Numerical and Scientific Computing - Second Edition (2015)](https://www.packtpub.com/big-data-and-busi

Python Signal Processing ⭐ 16

splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.

Pythonpyrobook ⭐ 16

『StanとRでベイズ統計モデリング』のPython/Pyroによる再現実装

Option Critic Arch ⭐ 15

Implementation of the Option-Critic Architecture

Hydrogen Wavefunctions ⭐ 15

Hydrogen wavefunction modeling and electron probability density plots

Various presentations I've given on things.

Pandas_basic ⭐ 14

Scipy 2018 Intro To Python ⭐ 14

Introduction to Python tutorial at SciPy 2018

Docker Ipython Opencv ⭐ 14

Dockerfile to run ipython/scipy server with the addition of OpenCV

Cursods_profdanilo ⭐ 14

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

Information Extraction Tutorial ⭐ 14

Teaching material and other info associated with the Information Extraction using Topic Models tutorial at SciPy US 2018.

Data Science Portfolio ⭐ 13

Repository containing portfolio of data science projects completed by me for academic, self learning, and hobby purposes. Presented in the form of iPython Notebooks, and Python files in corresponding modules .

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