Subscribe to our newsletter By subscribing, you agree with Revue’s Terms of Service and Privacy Policy and understand that Data Machina will receive your email address. Aug 27, 2018 Data Machina - Issue #142 The amazing power of GANs and adversarial learning... Given a video of an expert dancer and another Data Machina - Issue #142 By alg01 • Issue #142 • View online The amazing power of GANs and adversarial learning… Given a video of an expert dancer and another video of an amateur dancer, train the amateur video to dance like an expert… Everybody Dance Now - Watch the video and read the paper here When confronted with a dull, long, bank holiday, you may find time to read Blindsight, the sci-fi novel where 5 transhumans set off on a journey riding the Theseus - a spaceship captained by an AI- in search for aliens (pdf, 340 pages) If you enjoy Data Machina, please consider a little donation. Thanks! 10 Link-o-Troned 1. Bayesian Data Science: Simulation & Probabilistic Programming 2. NLP’s Generalization Problem: How Researchers are Tackling it 3. Serverless for Data Scientists 4. Learning Meaning in NLP- The Semantics Mega-Thread 5. Understanding What Artificial Intelligence Actually Sees 6. MMLSpark = Spark + MS CNTK + LightGBM + OpenCV 7. [new] Google’s Fast Prototyping Reinforcement Learning 8. Federated Machine Learning & Federated Optimization 9. How to Analyze Billions of Records per Second on a Single PC 10. What They Don’t Tell You About Event Sourcing A Pythonista *Experience* 1. SparkFlow: Train Tensorflow Models with Spark Pipelines 2. DoWhy- a Python Library for Estimating Causal Effects 3. DeepMind’s Relational RNNs Implemented in PyTorch 4. [course] Probabilistic Programmer Primer in Python Scripting aRt 1. A Package for Logitudinal Analysis & Clustered Data Regression 2. Full Bayesian Inference for Hidden Markov Models 3. An LSTM that Writes R Code Love from Julia 1. Reinforcement Learning & Generative Models Using Flux 2. Speech Recognition for the Flux Machine Learning Model Zoo 3. Monte-Carlo Optimization in Julia (Paren(th)ethical) 1. Example Projects for NLP and ML in Clojure 2. Clojure Advanced Regression & ML for Kaggle House Prices 3. Clojure Sandbox for Streaming Data Platforms ScalaTOR 1. ScalphaGoZero - DeepMind’s AlphaGoZero in Scala 2. Streaming Data from PostgreSQL with Akka Streams 3. Tencent’s Distributed, Parameter Server for Large-Scale ML data v-i-s-i-o-n-s 1. ccNetViz - A Library for Large Graph Network Dataviz 2. Interactive Self-Organizing Map (SOM) Visualization 3. Visualize the First 1 Million Integers in the 2D Space w/ UMAP Distributed de-Entangler 1. Serverless Best Practices 2. Apache Storm Key Takeaways 3. Notebooks at Scale: Zero to JupyterHub with Kubernetes Blockchain Über Alles 1. Decentralized Websites on the IPFS (Interplanetary Filesystem) 2. Atomic Swaps Intro: No Middleman,Crypto Trades in Any Chain 3. The Authoritative Guide to Blockchain Development IoTea - everyThing/anyThing 1. How We Do IoT Edge Computing at Chick-fil-A 2. Fully Private, Open-Source Home Automation on Raspberry Pi 3. An Intro to Time Series Insights for IoT on Azure Forschung! 1. Training Classifiers with Natural Language Explanations 2. Benchmarking Automatic Machine Learning Frameworks 3. UMAP - Novel Manifold Learning for Dimensionality Reduction Algorithmic Potpourri 1. A Practical Intro to the Min-Count Sketch 2. The PCSA-TC Algo for Probabilistic Counting in Data Streams 3. An Assortment of Genetics Algorithms in Python Robots & Cyborgs like <you> 1. Deep Learning & Humanoids for Autism Therapy 2. How Robot Hands Are Evolving to Do What Ours Can 3. The AI Self-Driving Olympics Deep & Other Types of Learning Bits 1. DeepChef: Get Dish Cooking Recipe from the Photo of the Dish 2. The Stanford’s Deep Learning Cheatsheets 3. [project] Reinforcement Learning for Self-Balancing Motorbike startups -> radar 1. DataBrockerDao - Blockchain-based Market for IoT Sensor Data 2. Lang.ai -Unsupervised AI Platform for Language Understanding 3. Galaxy.ai - AI for Automated Insurance Claims ML Datasets & Stuff 1. FEVer-Large-scale Fact Extraction & Verification, 185K Facts 2. QuAC - Question & Answering in Context Dataset 3. IAM Handwriting Dataset Postscript, etc Please consider a little donation to support Data MachinaSearch 3 Years of Data Machina by Topic [new search soon] Spread the word Share Data Machina with your friends Tips? Suggestions? Feedback? Send email to Carlos Curated by Carlos @ds_ldn in the middle of the night. Did you enjoy this issue? By alg01 A weekly digest of machine learning curiosities, data science geekery, and other data amenities. Curated by @ds_ldn in the middle of the night. PLEASE NOTE: Data Machina is no longer published here. Go to https://datamachina.substack.com to get the latest Data Machina Tweet Share In order to unsubscribe, click here. 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