blei-lab/edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Jupyter Notebook - Other - Last pushed - 3.99K stars - 710 forks
tensorflow/probability
Probabilistic reasoning and statistical analysis in TensorFlow
Jupyter Notebook - Apache-2.0 - Last pushed - 2.38K stars - 538 forks
CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programmi...
Jupyter Notebook - MIT - Last pushed - 17.7K stars - 5.65K forks
rsvp/fecon235
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus...
Jupyter Notebook - Other - Last pushed - 415 stars - 163 forks
openml/openml-r
R package to interface with OpenML
Jupyter Notebook - Other - Last pushed - 74 stars - 31 forks
amitkaps/hackermath
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Jupyter Notebook - MIT - Last pushed - 1.07K stars - 184 forks
tirthajyoti/Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Jupyter Notebook - BSD-2-Clause - Last pushed - 907 stars - 519 forks
tommyod/KDEpy
Kernel Density Estimation in Python
Jupyter Notebook - GPL-3.0 - Last pushed - 92 stars - 18 forks
GeostatsGuy/GeostatsPy
Reimplementation of GSLIB, Spatial Data Analytics and Geostatistics in a Python package.
Jupyter Notebook - MIT - Last pushed - 60 stars - 25 forks
clone95/Virgilio
Your new Mentor for Data Science E-Learning.
Jupyter Notebook - GPL-3.0 - Last pushed - 9.96K stars - 1.9K forks
danielhanchen/hyperlearn
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, Ri...
Jupyter Notebook - GPL-3.0 - Last pushed - 786 stars - 65 forks
aloctavodia/Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in ...
Jupyter Notebook - Last pushed - 497 stars - 135 forks
unpingco/Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Jupyter Notebook - MIT - Last pushed - 186 stars - 97 forks
tirthajyoti/Interactive_Machine_Learning
IPython widgets, interactive plots, interactive machine learning
Jupyter Notebook - MIT - Last pushed - 122 stars - 64 forks
tirthajyoti/Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and note...
Jupyter Notebook - MIT - Last pushed - 111 stars - 59 forks
tirthajyoti/Design-of-experiment-Python
Design-of-experiment (DOE) generator for science, engineering, and statistics
Jupyter Notebook - MIT - Last pushed - 88 stars - 31 forks
junpenglao/Bayesian-Cognitive-Modeling-in-Pymc3
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
This repository is no longer maintained - Last pushed
jrmontag/STLDecompose
A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.
Jupyter Notebook - MIT - Last pushed - 54 stars - 17 forks
junpenglao/GLMM-in-Python
Generalized linear mixed-effect model in Python
Jupyter Notebook - GPL-3.0 - Last pushed - 45 stars - 11 forks
CCS-Lab/easyml
A toolkit for easily building and evaluating machine learning models.
Jupyter Notebook - Other - Last pushed - 25 stars - 6 forks
slanglab/freq-e
Class frequency estimation software package
Jupyter Notebook - MIT - Last pushed - 10 stars - 1 forks
maelfabien/Machine_Learning_Tutorials
Code, exercises and tutorials of my personal blog ! 📝
Jupyter Notebook - Last pushed - 270 stars - 78 forks
ShuaiW/data-science-question-answer
A repo for data science related questions and answers
Jupyter Notebook - MIT - Last pushed - 98 stars - 44 forks
jbn/ZigZag
Python library for identifying the peaks and valleys of a time series.
Jupyter Notebook - BSD-3-Clause - Last pushed - 50 stars - 26 forks
andrewcooke/choochoo
Training Diary
Jupyter Notebook - GPL-2.0 - Last pushed - 35 stars - 3 forks
GSimas/Deep-LearningAI
🇦🇮 Deep Learning AI course on Coursera (Andrew Ng)
Jupyter Notebook - MIT - Last pushed - 33 stars - 21 forks
5agado/data-science-learning
Repository of code and resources related to different data science and machine learning topics. F...
Jupyter Notebook - Apache-2.0 - Last pushed - 26 stars - 10 forks
rsnemmen/BCES
Python module for performing linear regression for data with measurement errors and intrinsic sca...
Jupyter Notebook - MIT - Last pushed - 24 stars - 2 forks
rsvp/randomsys
Algorithmic study of random systems. / Keywords: probability stochastic process ANU quantum rando...
Jupyter Notebook - Other - Last pushed - 7 stars - 3 forks
amirziai/learning
Walkthrough notebooks for Deep Learning, Machine Learning, Reinforcement Learning, Spark, Statist...
Jupyter Notebook - MIT - Last pushed - 7 stars - 3 forks
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