Stars
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Google Research
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
The fastai book, published as Jupyter Notebooks
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
TensorFlow Tutorials with YouTube Videos
Probabilistic reasoning and statistical analysis in TensorFlow
Keras documentation, hosted live at keras.io
Open-source implementation of Google Vizier for hyper parameters tuning
This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well …
Instructional notebooks on music information retrieval.
Generator Bootcamp Material: Learn Chisel the Right Way
[RETIRED] See Voilà as a supported replacement
A simple Python data-structure visualization tool for lists of lists, lists, dictionaries; primarily for use in Jupyter notebooks / presentations
Use evolutionary algorithms instead of gridsearch in scikit-learn
Feature exploration for supervised learning
This repository lets you train neural networks models for performing end-to-end full-page handwriting recognition using the Apache MXNet deep learning frameworks on the IAM Dataset.
Beautiful charting of pandas.DataFrame with Highcharts
Collection of versatile software libraries for space engineering applications.
Python control of micro-manager for customized data acquisition
Build-your-own DiffuserCam tutorial
Python implementation of papers on emergency vehicle detection using audio signals
Single-shot autofocus on microscopes using deep learning
Matplotlib for Python Developers, Second Edition by Packt
Python implementation of Mathematics of Arrays (MOA)