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The Top 726 Python Jupyter Notebook Numpy Open Source Projects on Github

Categories > Data Processing > Jupyter Notebook
Categories > Mathematics > Numpy
Pythondatasciencehandbook ⭐ 31,611
Python Data Science Handbook: full text in Jupyter Notebooks
Py ⭐ 3,848
Repository to store sample python programs for python learning
Ta ⭐ 2,578
Technical Analysis Library using Pandas and Numpy
Gasyori100knock ⭐ 1,968
image processing codes to understand algorithm
Learn Machine Learning In Two Months ⭐ 1,633
Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.
100 Pandas Puzzles ⭐ 1,455
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Alphalens ⭐ 1,430
Performance analysis of predictive (alpha) stock factors
Machine Learning Experiments ⭐ 1,009
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
Ml Foundations ⭐ 661
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Automatic Watermark Detection ⭐ 630
Project for Digital Image Processing
Tensor Sensor ⭐ 604
The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.
Python Tutorial ⭐ 518
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，数据科学，Flask，爬虫开发教程。
Stats Maths With Python ⭐ 492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Pytablewriter ⭐ 446
pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.
Python ⭐ 328
This repository helps you understand python from the scratch.
Pytorch Tutorials Examples And Books ⭐ 316
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
Data Science Hacks ⭐ 300
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
Rethinking Numpyro ⭐ 284
Statistical Rethinking (2nd ed.) with NumPyro
Python Notlarim ⭐ 266
Python notes in Turkish.
Windrose ⭐ 228
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
Machine_learning_and_deep_learning ⭐ 226
Neural Network From Scratch ⭐ 211
Ever wondered how to code your Neural Network using NumPy, with no frameworks involved?
Psi4numpy ⭐ 192
Combining Psi4 and Numpy for education and development.
Python ⭐ 177
Tutoriales de Python para el análisis de datos en el curso IE0405 - "Modelos Probabilísticos de Señales y Sistemas" de la Universidad de Costa Rica.
Ditching Excel For Python ⭐ 175
Functionalities in Excel translated to Python
Machine Learning Projects ⭐ 163
This repository consists of all my Machine Learning Projects.
Cheatsheets.pdf ⭐ 159
📚 Various cheatsheets in PDF
Opendatawrangling ⭐ 153
공공데이터 분석
Get Started With Jax ⭐ 139
The purpose of this repo is to make it easy to get started with JAX. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning JAX.
Teaching Monolith ⭐ 127
Data science teaching materials
Quantum Computing Collection Of Resources ⭐ 114
A Well Maintained Repository On Quantum Computing Resources [Code+Theory] Updated Regularly During My Time At IBM, Qubit x Qubit And The Coding School's Introduction To Quantum Computing Course '21
Stock Price Predictor ⭐ 107
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
Pixels_seminar ⭐ 106
SRA's seminar on Introduction to Computer Vision Fundamentals
Python Bigdata ⭐ 104
Data science and Big Data with Python
Benford_py ⭐ 103
Python implementation of Benford's Law tests.
Deep Learning With Pytorch A 60 Minute Blitz Cn ⭐ 95
PyTorch1.0 深度学习：60分钟入门与实战（Deep Learning with PyTorch: A 60 Minute Blitz 中文翻译与学习）
Learning_python ⭐ 95
Source material for Python Like You Mean it
30 Days Of Ml Kaggle ⭐ 93
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.
Stock Market Analysis And Prediction ⭐ 87
Stock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Google Finance.
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Dareblopy ⭐ 74
Data Reading Blocks for Python
Credit Risk Modelling ⭐ 71
Credit Risk analysis by using Python and ML
Foundations Of Numerical Computing ⭐ 71
Lecture Slides, Exercises, and Deployment Materials for "Foundations of Numerical Computing"
Data Science Notebooks ⭐ 70
Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.
Data Analysis Science ⭐ 68
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.
Data Wrangling With Python ⭐ 66
Simplify your ETL processes with these hands-on data sanitation tips, tricks, and best practices
Data Science For Marketing Analytics ⭐ 65
Achieve your marketing goals with the data analytics power of Python
Mlkatas ⭐ 61
A series of challenges for practicing your Machine Learning and Deep Learning skills
Data Science Tutorials ⭐ 60
Python Tutorials for Data Science
Mlfundamentals ⭐ 56
Notebooks for the "ML from the Fundamentals" series
Machine Learning In Python Workshop ⭐ 54
My workshop on machine learning using python language to implement different algorithms
Python_cv_ai_ml ⭐ 54
用python做计算机视觉，人工智能，机器学习，深度学习等
Image Classifier ⭐ 53
Final Project of the Udacity AI Programming with Python Nanodegree
Pvmismatch ⭐ 48
An explicit Python PV system IV & PV curve trace calculator which can also calculate mismatch.
25daysinmachinelearning ⭐ 48
I will update this repository to learn Machine learning with python with statistics content and materials
Scicompforchemists ⭐ 44
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.
Ncar Python Tutorial ⭐ 41
Numerical & Scientific Computing with Python Tutorial
Bit_ai ⭐ 41
Data Science Using Python University Course Module ⭐ 40
“Data science” is just about as broad of a term as they come. It may be easiest to describe what it is by listing its more concrete components: Data exploration & analysis. Included here: Pandas; NumPy; SciPy; a helping hand from Python's Standard Library.
Information Retrieval ⭐ 39
Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:
Python Basis Notes ⭐ 39
一份包含了Python基础学习需要的知识框架 🐍 + 爬虫基础 🕷 + numpy基础 📊 + pandas基础 🐼
Scriptinglanguagescoursematerials ⭐ 38
Python and Lua tutorials
Cracking Kaggle Competitions ⭐ 36
Different approaches for different Classical Machine Learning, and NLP competitions from Kaggle.
Alvito ⭐ 35
Alvito - An Algorithm Visualization Tool for Python
Python Course ⭐ 33
Python Basics, Machine Learning and Deep Learning
Machinelearningcourse ⭐ 33
A collection of notebooks of my Machine Learning class written in python 3
Data Analysis Using Python ⭐ 32
Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data
Machine Learning Alpine ⭐ 31
Alpine Container for Machine Learning
Jwql ⭐ 30
The James Webb Space Telescope Quicklook Application
Finance Data Analysis ⭐ 29
인프런 - 증권 데이터 수집과 분석으로 신호와 소음 찾기
Covid 19 Analysis ⭐ 27
Analysis with Covid-19 data
Deep Surveillance Monitor Facial Emotion Age Gender Recognition System ⭐ 26
Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion, age and gender of people in any given image, video or real time webcam
Data Science Projects With Python ⭐ 26
A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn
Sampling Methods Numpy ⭐ 26
This repository contains implementations of some basic sampling methods in numpy.
Coursera Machine Learning Python ⭐ 26
Andrew Ng's Machine Learning Course implemented in python .
Data Visualization With Python ⭐ 26
Discover how Matplotlib and Seaborn can help clearly communicate and present your newly acquired insight
Exploratory_data_analysis_visualization_python ⭐ 26
Data analysis and visualization with PyData ecosystem: Pandas, Matplotlib Numpy, and Seaborn
Live Video Sketching Through Webcam Using Opencv Python ⭐ 25
Computer Vision model creates a live video sketch of frames through real time web cam video. Source code is written in python and model is based on OpenCV. Keras and Numpy have been used to optimize the performance of the model and posterize frames
Neural Networks ⭐ 24
Implemented Convolutional Neural Network, LSTM Neural Network, and Neural Network From Scratch in Python Language.
Cncc 2019 ⭐ 24
Computational Neuroscience Crash Course (CNCC 2019)
Introduction To Python Programming ⭐ 22
Lectures in Big Data Institute, Seoul National University
Ml Workflow Automation ⭐ 20
Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
Computational Intelligence Tutorials ⭐ 20
This is the repository of codes written in class.
Skydetector ⭐ 19
A Python implementation of Sky Region Detection in a Single Image for Autonomous Ground Robot Navigation (Shen and Wang, 2013)
Data Processing And Visualization ⭐ 19
This document forms the basis of several workshops/talks that get into everyday programming with R, but also includes mirrored code in Python as Jupyter notebooks.
Real Time Object Detection For Autonomous Driving Using Deep Learning ⭐ 17
My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.
Scikit Image Processing ⭐ 17
Image processing examples with Numpy, Scipy, and Scikit-image
Mlhandbook ⭐ 17
My textbook for teaching Machine Learning
Agnpy ⭐ 15
Modelling jetted Active Galactic Nuclei radiative processes with python
Python Programming For Data Science ⭐ 15
Content from the University of British Columbia's Master of Data Science course DSCI 511.
Neural Networks ⭐ 15
ICDSS Machine Learning Workshop Series: Neural Networks
Cc33z ⭐ 15
Curso de Ciência da Computação
Webinar Jupyter ⭐ 14
Introduction to python, jupyter, numpy
Machine Learning ⭐ 14
This repository contains notebooks that will help you in understanding basic ML algorithms as well as basic numpy excercise. 💥 🌈 🌈
Python Intro To Numpy ⭐ 14
Cheat Sheet generated in the Introduction to NumPy course
Ml Book ⭐ 14
Codice sorgente ed Errata Corrige del mio libro "A tu per tu col Machine Learning"
100daysofmlcode ⭐ 13
I am taking up the #100DaysOfMLCode Challenge 😎
Engcomp1_offtheground ⭐ 13
Learn to interact with Python and handle data with Python. Join the online course!
Python For Data Analysis ⭐ 13
Introtodatascience ⭐ 12
A short Introduction to Data Science in Python
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