Awesome Open Source

Programming Languages

Search results for jupyter notebook statistics

jupyter-notebook x

339 search results found

Probabilistic Programming And Bayesian Methods For Hackers ⭐ 26,097

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Ydata Profiling ⭐ 11,983

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Edward ⭐ 4,503

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Probability ⭐ 4,028

Probabilistic reasoning and statistical analysis in TensorFlow

Datascience ⭐ 3,955

Curated list of Python resources for data science.

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Bayesian Modelling In Python ⭐ 2,202

A python tutorial on bayesian modeling techniques (PyMC3)

Data Science 45min Intros ⭐ 1,434

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Hackermath ⭐ 1,339

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

Cracking The Data Science Interview ⭐ 1,291

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Ppde642 ⭐ 1,244

USC urban data science course series with Python and Jupyter

Imodels ⭐ 1,229

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Geomstats ⭐ 1,113

Computations and statistics on manifolds with geometric structures.

Lovely Tensors ⭐ 962

Tensors, ready for human consumption

Earthengine Py Notebooks ⭐ 807

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

Intro2stats ⭐ 697

Introduction to Statistics using Python

Statistical Rethinking With Python And Pymc3 ⭐ 674

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

Edward2 ⭐ 656

A simple probabilistic programming language.

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Fecon235 ⭐ 622

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

Datascienceprojects ⭐ 604

The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.

Cvpr 2019 Paper Statistics ⭐ 525

Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)

Kernel Density Estimation in Python

Two time-scale update rule for training GANs

Machine_learning_and_deep_learning ⭐ 492

Stats Maths With Python ⭐ 492

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

All Of Statistics ⭐ 479

Self-study on Larry Wasserman's "All of Statistics"

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Machine_learning_tutorials ⭐ 421

Code, exercises and tutorials of my personal blog ! 📝

Basic Mathematics For Machine Learning ⭐ 418

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

Data Science Learning ⭐ 395

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

Nlp Papers With Arxiv ⭐ 363

Statistics and accepted paper list of NLP conferences with arXiv link

Statistics For Engineers ⭐ 350

Statistics Tutorial for IT Operations Engineers

Python library for identifying the peaks and valleys of a time series.

The Elements Of Statistical Learning ⭐ 317

My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

The full collection of all codes for my Youtube Channel segregated as per topic.

Best Data Science Resources ⭐ 282

This repository contains the best Data Science free hand-picked resources to equip you with all the industry-driven skills and interview preparation kit.

Geostatspy ⭐ 252

GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz

Pycroscopy ⭐ 241

Scientific analysis of nanoscale materials imaging data

Covid19 Severity Prediction ⭐ 226

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

Torch Two Sample ⭐ 224

A PyTorch library for two-sample tests

Choochoo ⭐ 224

Ml Capsule ⭐ 207

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

120 Ds Interview Questions ⭐ 199

My Answer to 120 Data Science Interview Questions

statistics and classes for exploratory spatial data analysis

Python For Probability Statistics And Machine Learning 2e ⭐ 172

Second edition of Springer Book Python for Probability, Statistics, and Machine Learning

Aulas da Escola de Inteligência Artificial de São Paulo

Machine Learning ⭐ 161

This repository contains implementations of all Machine Learning Algorithms from scratch in Python. Mathematics required for ML and many projects have also been included.

Conformal_classification ⭐ 159

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

👨‍🔬 In Russian: Обновляемая структурированная подборка бесплатных ресурсов по тематикам Data Science: курсы, книги, открытые данные, блоги и готовые решения.

Isl Python ⭐ 139

Porting the R code in ISL to python. Labs and exercises

Interactive_machine_learning ⭐ 132

IPython widgets, interactive plots, interactive machine learning

Dse210_probability_statistics_python ⭐ 122

Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)

Computational Statistics With Python ⭐ 120

Resources for STA 633 class

Hierarchical Dnn Interpretations ⭐ 119

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

Stldecompose ⭐ 116

A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.

Glmm In Python ⭐ 114

Generalized linear mixed-effect model in Python

Copulae ⭐ 113

Multivariate data modelling with Copulas in Python

Design Of Experiment Python ⭐ 112

Design-of-experiment (DOE) generator for science, engineering, and statistics

Nsci801 Quantneuro ⭐ 112

NSCI 801 (Queen's U) Quantitative Neuroscience course materials

Introdatascience ⭐ 110

Notes on Data Science. 数理统计、机器学习和数据编程的学习笔记。

Introduction_to_statistical_learning_summary_python ⭐ 109

Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.

Pyimpetus ⭐ 106

PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features

The Statistics And Calculus With Python Workshop ⭐ 106

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Machine Learning ⭐ 103

All content related to machine learning from my blog

Quant Notes ⭐ 101

Quantitative Interview Preparation Guide, updated version here ==>

Segregation ⭐ 100

Segregation Measurement, Inferential Statistics, and Decomposition Analysis

Data_sciences_campaign ⭐ 96

【数据科学家系列课程】

Openml R ⭐ 90

R package to interface with OpenML

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Berlin Time Series Analysis Repository

Interactive notebooks for R

Statistics And Probability In Python ⭐ 84

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

Lead Lag ⭐ 79

Estimation of the lead-lag parameter from non-synchronous data.

Econometrics With Python ⭐ 77

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

Flatiron School Data Science Curriculum Resources ⭐ 75

Lesson material on data science and machine learning topics/concepts

Ds Student Resources ⭐ 74

Data Science Student Companion Notebooks and Data Lake

Databaker ⭐ 72

Command line tool to convert spreadsheets to databases, made for the UK's Office for National Statistics.

Datawranglingpy ⭐ 70

Minimalist Data Wrangling with Python (Open-Access Textbook)

Matlab Notebook for visualizing random matrix theory results and their applications to machine learning

Ineuron Full Stack Data Science Assignments ⭐ 68

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

Ab Testing ⭐ 67

A/B Testing — A complete guide to statistical testing

Mistat Code Solutions ⭐ 66

Code repository for "Modern Statistics: A Computer Based Approach with Python" and "Industrial Statistics: A Computer Based Approach with Python"

statistics, data mining and machine learning toolbox

Statistics For Hackers ⭐ 63

A Jupyter notebook to accompany Jake VanderPlas's "Statistics for Hackers" talk from PyCon 2016.

Machine Learning for Engineers in Python

The Hyperscanning Python Pipeline

Deep Learningai ⭐ 61

🇦🇮 Deep Learning AI course on Coursera (Andrew Ng)

All Of Statistics ⭐ 61

Solutions to Wasserman's 'All of Statistics'.

A book about machine learning, statistics, and data mining for heliophysics

Lovely Numpy ⭐ 60

NumPy arrays, ready for human consumption

Undergraduate In Statistics ⭐ 60

Using Computer with your Statistics Major Course

Shakkelha ⭐ 59

Neural Arabic text diacritization

Learning ⭐ 57

Walkthrough notebooks for Deep Learning, Machine Learning, Reinforcement Learning, Spark, Statistics, Algorithms, Scala, Python

Scperturb ⭐ 56

scPerturb: A resource and a python/R tool for single-cell perturbation data

Data Analyst Roadmap ⭐ 55

Data-Analyst-Roadmap for Professionals. This roadmap contains 8 Chapters that can be completed in 8 weeks, whether you are a fresher in the field or an experienced professional who wants to transition into Data Analysis.

Related Searches

Python Jupyter Notebook (12,976)

Jupyter Notebook Machine Learning (11,696)

Jupyter Notebook Dataset (6,824)

Jupyter Notebook Deep Learning (6,566)

Jupyter Notebook Tensorflow (4,771)

Jupyter Notebook Convolutional Neural Networks (4,218)

Jupyter Notebook Pytorch (3,958)

Jupyter Notebook Neural (3,926)

Jupyter Notebook Classification (3,847)

Jupyter Notebook Neural Network (3,785)

1-100 of 339 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.