Repository Index

TranslatedMachine learning tutorials

• machine-learning
• neural-network
• tensorflow
• python

Good ideas for iOS development, by Futurice developers.

• best-practices
• swift
• objective-c
• ios

TranslatedThe Modern JavaScript Tutorial, based on the latest ECMAScript specification, explains JavaScript knowledge from the basics to advanced topics through content that is simple but sufficiently detailed.

• javascript
• tutorial
• chinese

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

• deep-learning
• mit
• self-driving-cars
• deep-reinforcement-learning

How to systematically secure anything: a repository about security engineering

• security-engineering
• security-architecture
• secure-systems
• threat-modeling

TensorFlow Tutorials with YouTube Videos

• tensorflow
• deep-learning
• machine-learning
• reinforcement-learning

TensorFlow tutorials and best practices.

• tensorflow
• neural-network
• deep-learning
• machine-learning

Go DDD example application. Complete project to show how to apply DDD, Clean Architecture, and CQRS by practical refactoring.

• go
• golang
• ddd
• clean-architecture

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

• deep-learning
• neural-network
• tensorflow
• machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

• machine-learning
• data-science
• jupyter-notebook
• python3

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

• machine-learning
• deep-learning
• lstm
• human-activity-recognition

Quantitative analysis, strategies and backtests

• quantitative-finance
• quantitative-trading
• portfolio-management
• risk-management

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

• latex
• machine-learning

A functional frontend framework.

TranslatedGuide to a high-value life, overseas edition: high-value study abroad. Scholarships for studying abroad, tuition-free study, full government scholarships, paid PhDs, and in Germany and Japan people pay you to learn a trade, with scholarships for the US, Canada and Australia in their own section. It's not you paying to study abroad, it's you getting paid to study abroad. 71 entries, citing only official sources. Follow the author: WeChat Channels (视频号) Becky在地球村 (Becky in the Global Village)

• australia
• canada
• chinese
• csc

Instructional notebooks on music information retrieval.

• ipython-notebook
• music-information-retrieval
• python
• machine-learning

TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data

Coordinators Essential tutorial

• coordinators
• protocols
• application-coordinator
• swift

A series of machine learning tutorials for Torch7

Serverless Reference Architecture for creating a Mobile Backend

Growing the code out of your notebooks - the right way.

:rainbow: discover the beautiful programming language that makes front-end web apps a joy to build and maintain!

• tutorial
• learning
• elm-format
• elm-architecture