Stars
A growing collection of interactive tutorials, demos, and quizzes about maths, algorithms, and programming.
Make any web page a desktop application
Possibly the best practice of Scrapy 🕷 and renting a house 🏡
Single-cell analysis in Python. Scales to >100M cells.
Single Cell Analysis course at Cold Spring Harbor Laboratory 2017
Python programs, usually short, of considerable difficulty, to perfect particular skills.
An object oriented python library for topological data analysis of high-throughput single-cell RNA-seq data
Minimal examples of data structures and algorithms in Python
Deep Learning Book Chinese Translation
Lectures on scientific computing with python, as IPython notebooks.
Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"
Probabilistic Modeling Toolkit for Matlab/Octave.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
R package to extract data from plots and other images. Hosts WebPlotDigitizer locally.
Python code for "Probabilistic Machine learning" book by Kevin Murphy
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,…
A machine learning course using Python, Jupyter Notebooks, and OpenML
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
The fastest path to AI-powered full stack observability, even for lean teams.