Practice and tutorial-style notebooks covering wide variety of machine learning techniques
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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
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
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
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog
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 Student Companion Notebooks and Data Lake
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
Tools for financial economics. Curated wrapper over Python ecosystem. Source code for fecon235 Jupyter notebooks.
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.
A Jupyter notebook to accompany Jake VanderPlas's "Statistics for Hackers" talk from PyCon 2016.
Matlab Notebook for visualizing random matrix theory results and their applications to machine learning
Walkthrough notebooks for Deep Learning, Machine Learning, Reinforcement Learning, Spark, Statistics, Algorithms, Scala, Python
This repo contains Jupyter Notebooks, miscellaneous stuff.
Probability and Statistics repository for Python code and coursework review
ipython notebooks from quantopian lectures series
These are python notebooks accompanying Lessons available at GeostatisticsLessons.com
Discover fun stats about your Facebook Messenger usage such as: most used words, most active year, most active hours, etc. using this Jupyter Notebook
a library of various tools and notebooks for catalog analysis
Datacamp's Data Science Track: comprehensions, plots, pandas, hacker statistics