Notes and links from the book club meetings

List of Deep Learning Cloud Providers

a visual dictionary of Bayesian Networks and Causal Inference.

Learning Discrete Bayesian Network Classifiers from Data

TRADING ECONOMICS - API Code Examples

A technical report on convolution arithmetic in the context of deep learning

A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning

The fastai book, published as Jupyter Notebooks

Ridiculously Uncomplicated macOS Python Statusbar apps

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Notebooks for https://python-programming.quantecon.org

Source files for https://python-programming.quantecon.org

AI-Crash-Course, published by Packt

forgeNet: FORest Graph-Embedded deep feedforward NETwork

Converts images into html files

Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

Implementation for <Large-Margin Softmax Loss for Convolutional Neural Networks> in ICML'16.

Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library

An Open Source Machine Learning Framework for Everyone

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube

The Zenburn colour theme ported to Emacs

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…

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