jakevdp / PythonDataScienceHandbookLinks
Python Data Science Handbook: full text in Jupyter Notebooks
☆46,686Updated last year
Alternatives and similar repositories for PythonDataScienceHandbook
Users that are interested in PythonDataScienceHandbook are comparing it to the libraries listed below
Sorting:
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,853Updated last year
- The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"☆3,971Updated 2 years ago
- Jupyter metapackage for installation and documentation☆15,283Updated last month
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,584Updated last year
- Lecture notes, scripts, and material for the lecture of Selected Statistics Topics in the Autonomous University of Querétaro☆12Updated last year
- code for Data Science From Scratch book☆9,471Updated 2 years ago
- Recipes for using Python's pandas library☆7,004Updated last year
- An awesome Data Science repository to learn and apply for real world problems.☆28,219Updated last week
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,152Updated 2 months ago
- Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media☆24,250Updated 3 months ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.☆25,860Updated 2 years ago
- 📊 Path to a free self-taught education in Data Science!☆20,924Updated 8 months ago
- Python best practices guidebook, written for humans.☆29,488Updated last year
- Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)☆11,382Updated 3 years ago
- common data analysis and machine learning tasks using python☆5,696Updated last year
- A curated list of awesome Machine Learning frameworks, libraries and software.☆71,580Updated last week
- Practice your pandas skills!☆12,121Updated 3 months ago
- Minimal and clean examples of machine learning algorithms implementations☆10,939Updated 7 months ago
- Minimal examples of data structures and algorithms in Python☆24,968Updated last week
- Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, et…☆16,671Updated 2 weeks ago
- Repository of teaching materials, code, and data for my data analysis and machine learning projects.☆6,603Updated 2 years ago
- A collection of design patterns/idioms in Python☆42,729Updated 2 weeks ago
- 100 numpy exercises (with solutions)☆13,769Updated 3 months ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,473Updated last year
- All Algorithms implemented in Python☆217,378Updated last week
- Notebooks and code for the book "Introduction to Machine Learning with Python"☆8,007Updated last year
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,190Updated 5 years ago
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆30,548Updated 2 years ago
- Lectures on scientific computing with python, as IPython notebooks.☆3,617Updated 2 years ago
- 100 Days of ML Coding☆49,544Updated 2 years ago