Practice and tutorial-style notebooks covering wide variety of machine learning techniques
-
Updated
May 22, 2023 - Jupyter Notebook
Statistics is a mathematical discipline concerned with developing and studying mathematical methods for collecting, analyzing, interpreting, and presenting large quantities of numerical data. Statistics is a highly interdisciplinary field of study with applications in fields such as physics, chemistry, life sciences, political science, and economics.
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
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
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
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
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog
A collection of analytics methods implemented with Python on Google Colab
Tools for financial economics. Curated wrapper over Python ecosystem. Source code for fecon235 Jupyter notebooks.
Interactive notebooks for R
Matlab Notebook for visualizing random matrix theory results and their applications to machine learning
Set of Jupyter (iPython) notebooks (and few pdf-presentations) about things that I am interested on, like Computer Science, Statistics and Machine-Learning, Artificial Intelligence (AI), Financial Engineering, Optimization, Stochastic Modelling, Time-Series forecasting, Science in general... and more.
Discover fun stats about your Facebook Messenger usage such as: most used words, most active year, most active hours, etc. using this Jupyter Notebook
Data Science Student Companion Notebooks and Data Lake
A Jupyter notebook to accompany Jake VanderPlas's "Statistics for Hackers" talk from PyCon 2016.
Walkthrough notebooks for Deep Learning, Machine Learning, Reinforcement Learning, Spark, Statistics, Algorithms, Scala, Python
This repo contains Jupyter Notebooks, miscellaneous stuff.
These are python notebooks accompanying Lessons available at GeostatisticsLessons.com
Biostatistics resources : reading list, RMarkdown notebooks, and more!
Probability and Statistics repository for Python code and coursework review