Awesome List Updates on Aug 17, 2022

8 awesome lists updated today.

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1. Awesome Rails

Jobs / Other external resources

• rails jobs on web3.career

2. Awesome Microservices

Workflow Orchestration / Scala

• Zeebe - Define, orchestrate, and monitor business processes across microservices.

3. Awesome Swift

UI / Barcode

• Popovers (⭐2.1k) - A library to present popovers. Simple, modern, and highly customizable. Not boring!

4. Awesome Deep Learning

Table of Contents / Videos and Lectures

• Understand what is Deep Learning

Researchers / Miscellaneous

• Caffe Webinar

• 100 Best Github Resources in Github for DL

• Word2Vec

• Caffe DockerFile (⭐81)

• TorontoDeepLEarning convnet (⭐506)

• gfx.js (⭐125)

• Torch7 Cheat sheet (⭐9.1k)

• Misc from MIT's 'Advanced Natural Language Processing' course

• Misc from MIT's 'Machine Learning' course

• Misc from MIT's 'Networks for Learning: Regression and Classification' course

• Misc from MIT's 'Neural Coding and Perception of Sound' course

• Implementing a Distributed Deep Learning Network over Spark

• A chess AI that learns to play chess using deep learning. (⭐821)

• Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind (⭐654)

• Wiki2Vec. Getting Word2vec vectors for entities and word from Wikipedia Dumps (⭐600)

• The original code from the DeepMind article + tweaks (⭐1.8k)

• Google deepdream - Neural Network art (⭐13k)

• An efficient, batched LSTM.

• A recurrent neural network designed to generate classical music. (⭐1.9k)

• Memory Networks Implementations - Facebook (⭐1.8k)

• Face recognition with Google's FaceNet deep neural network. (⭐15k)

• Basic digit recognition neural network (⭐96)

• Emotion Recognition API Demo - Microsoft

• Proof of concept for loading Caffe models in TensorFlow (⭐2.8k)

• YOLO: Real-Time Object Detection

• YOLO: Practical Implementation using Python

• AlphaGo - A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search"

• Machine Learning for Software Engineers (⭐29k)

• Machine Learning is Fun!

• Siraj Raval's Deep Learning tutorials

• Dockerface (⭐191) - Easy to install and use deep learning Faster R-CNN face detection for images and video in a docker container.

• Awesome Deep Learning Music (⭐2.9k) - Curated list of articles related to deep learning scientific research applied to music

• Awesome Graph Embedding (⭐4.8k) - Curated list of articles related to deep learning scientific research on graph structured data at the graph level.

• Awesome Network Embedding (⭐2.6k) - Curated list of articles related to deep learning scientific research on graph structured data at the node level.

• Microsoft Recommenders (⭐20k) contains examples, utilities and best practices for building recommendation systems. Implementations of several state-of-the-art algorithms are provided for self-study and customization in your own applications.

• The Unreasonable Effectiveness of Recurrent Neural Networks - Andrej Karpathy blog post about using RNN for generating text.

• Ladder Network (⭐100) - Keras Implementation of Ladder Network for Semi-Supervised Learning

• toolbox: Curated list of ML libraries

• CNN Explainer

• AI Expert Roadmap (⭐30k) - Roadmap to becoming an Artificial Intelligence Expert

• Awesome Drug Interactions, Synergy, and Polypharmacy Prediction (⭐96)

5. Awesome Plotters

Manuals, Ephemera, Papers, and Patents / Manuals

• Houston Instrument HIPLOT DMP-51/52 Operation Manual (1985)

• Houston Instrument Stand Assembly Procedure DMP-50 Series Plotter

6. Awesome Osint

Other Resources / GitHub

• Bellingcat's Online Investigation Toolkit

7. Awesome Raspberry Pi

OS Images

• Ubuntu Core - Official (minimal) Ubuntu distribution for IoT. Supports Raspberry Pi Zero 2 W.

• Ubuntu Server - Ubuntu Server distribution for the Raspberry Pi. Supports Raspberry Pi Zero 2 W.

8. Awesome Selfhosted

Software / Communication - Custom Communication Systems

• Element - Fully-featured Matrix client for Web, iOS & Android. (Source Code (⭐12k)) Apache-2.0 Nodejs

Software / Communication - IRC

• Glowing Bear (⭐962) - A web frontend for WeeChat. (Demo) GPL-3.0 Nodejs

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