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ai-reading-materials

Some of the ML and DL related reading materials, research papers that I've read

anti-money-laundering-using-keras

Utilize the deep learning library Keras to classify transactions as fraudulent(1) or non-fraudulent(0).

bambi

BAyesian Model-Building Interface (BAMBI) in Python.

bandicoot

an open-source python toolbox to analyze mobile phone metadata

basemap

brancher

A user-centered Python package for differentiable probabilistic inference

cbm

code-with-engineering-playbook

This is the playbook for "code-with" customer or partner engagements

coursera

data-science-for-dummies

Companion Files: Data Science for Dummies

deep-learning

Course: Deep Learning

deep-learning-with-python-notebooks

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

deep-learning-with-pytorch

Deep Learning with PyTorch, published by Packt

dlfs_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

documentation

documentation on the products of Statistik Stadt Zürich

drillbook

The Official Source Repository for Learning Apache Drill (O'Reilly, 2018)

effective-sql

elegant-scipy

1st Edition of Elegant SciPy (O'Reilly Publishers)

facial-expression-recognition

Facial expression recognition deep learning examples

fin-ml

This github repository contains the code to the case studies in the O'Reilly book Machine Learning and Data Science Blueprints for Finance

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

hgf-workshop

Materials for HGF workshop at CPC2018

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

ipythonnotebooks

isl-ridge-lasso

machine-learning-with-pyspark

Source Code for 'Machine Learning with PySpark' by Pramod Singh

machine_learning_examples

A collection of machine learning examples and tutorials.