Repository Index

TensorFlow Tutorials with YouTube Videos

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

TensorFlow tutorials and best practices.

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

🚨 Collection of Prometheus alerting rules

• prometheus
• alertmanager
• alert
• rule

A list of awesome Robotics resources

• robotics

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

• python
• utilities
• cache
• data-structures

A curated list of awesome neural radiance fields papers

• nerf

Recurrent Neural Network - A curated list of resources dedicated to RNN

An Open-Source Collection of Flash Cards to Help You Preparing Your Algorithms & Data Structures and System Design Interviews 💯

• algorithms
• data-structures
• array
• bit-manipulation

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.

Promise packages, patterns, chat, and tutorials

• async-functions
• promise-modules
• promises
• javascript

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

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

links to conference publications in graph-based deep learning

• graph-neural-networks
• graph-convolutional-networks
• graph
• deep-learning

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

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

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

₿ A guide (for humans!) to cryto-currencies and their algos.

• cryptocurrency
• algorithms
• bitcoin
• ethereum

A best practice for tensorflow project template architecture.

• tesnorflow
• software-engineering
• oop
• deep-learning

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

Reusable, vendor-neutral, industry-specific, vendor-specific solution architecture patterns for enterprise

• solutions-architect
• solutions-engineering
• enterprise-architecture
• enterprise-software

List of articles related to deep learning applied to music

• awesome
• awesome-list
• unicorns
• list

A curated list of resources for Learning with Noisy Labels

• noisy-labels
• label-noise
• deep-neural-networks
• noisy-data

A curated list of resources on implicit neural representations.

TensorFlow Tutorials

• tensorflow-tutorials
• convolutional-neural-networks
• recurrent-neural-networks

A curated list of awesome OpenGL libraries, debuggers and resources.

• awesome
• awesome-list
• lists
• opengl

Resources of Neural Rendering

• awesome-list
• neural-rendering
• computer-vision
• computer-graphics