thecpshah Goto Github PK

artificialintelligenceengines

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dsb2017

The solution of team 'grt123' in DSB2017

foundations_for_deep_learning

Building a scalable foundation for deep learning

free-data-science-books

Free resources for learning data science

generative-adversarial-networks

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

learnanalytics-building-solutions-with-microsoft-business-analytics-and-ai

Learning Materials for Buidling Solutions with the Cortana Intelligence Suite

learning-from-imbalanced-classes

Learning From Imbalanced Classes

lectures

Oxford Deep NLP 2017 course

lstm-sentiment-analysis

Sentiment Analysis with LSTMs in Tensorflow

machinelearningsamples-churnprediction

MachineLearningSamples-ChurnPrediction

machinelearningsamples-sentimentanalysis

MachineLearningSamples-SentimentAnalysis

me314

ME314 Introduction to Data Science and Big Data Analytics 2018

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

momentum

phd-thesis

Repository of my thesis "Understanding Random Forests"

prml

PRML algorithms implemented in Python

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

scipy-2016-sklearn

Scikit-learn tutorial at SciPy2016

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

statisticallearning

Simulation code in R and Matlab for statistical learning

techher

Repo containing files for TechHer event and 'Let your Data tell you the Real Story: Advanced Analytics on Azure' hands on lab