shiva shankar orsu's repositories
scikit-rebate
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
ipython-notebooks
A collection of IPython notebooks covering various topics.
DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
udacity-nanodegrees
:mortar_board: List of Udacity Nanodegree programs with links to the free courses in their curricula
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
matplotlib
matplotlib: plotting with Python
scikit-learn
scikit-learn: machine learning in Python
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
machine_learning_examples
A collection of machine learning examples and tutorials.
datasharing
The Leek group guide to data sharing
pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
PyTorch-Deep-Learning-Minicourse
Minicourse in Deep Learning with PyTorch
stat-learning
Notes and exercise attempts for "An Introduction to Statistical Learning"
Tensorflow-Programs-and-Tutorials
Implementations of CNNs, RNNs, GANs, etc
cookbook-code
[DEPRECATED] See the new edition:
r-heuristic-games
An R package called empiricalGameTheory which provides methods for analysing heuristic games using empirical game-theory.
gradient-energy-matching
Manuscript and code for the paper "Gradient Energy Matching for Distributed Asynchronous Gradient Descent".
statsintro_python
Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"
Hands-On-Natural-Language-Processing-with-Python
This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.