Machine Learning World

CycleGan for augmentation https://arxiv.org/pdf/1802.10151.pdf

1.8K viewsAndrey Nikishaev, 14:40

Preatty good presentation for how to use redis for implementing recommendation system in a product
https://www.youtube.com/watch?v=_Aniee-XpSQ

YouTube

AWS re:Invent 2017: Dating and Data Science: How Coffee Meets Bagel Uses Amazon Elas (DAT323)

Coffee Meets Bagel is a top-tier dating app that focuses on delivering high-quality matches via our recommendation systems. We use Amazon ElastiCache as part of our recommendation pipeline to identify nearby users with geohashing, store feature vectors for…

1.8K viewsAndrey Nikishaev, 10:19

Machine Learning World

Fashion clothes detection & Captcha recognition.
Online stream from RailsReactor event.
https://www.facebook.com/RailsReactor/videos/1882173635419690/

Facebook

Rails Reactor

It's a live stream of AI Tonight #3, which takes place at Rails Reactor. Stay tuned to upcoming events: https://www.facebook.com/RailsReactor/ https://twitter.com/meetup_tonight telegram:...

1.8K viewsAndrey Nikishaev, 18:06

Machine Learning World

Very important paper for all who works with GANs and not only
https://ajolicoeur.wordpress.com/relativisticgan/

Alexia Jolicoeur-Martineau

Relativistic GAN

I just released my latest paper called The relativistic discriminator: a key element missing from standard GAN (code to implement relativistic GANs here). Although filled with silly pictures, this …

2.1K viewsAndrey Nikishaev, 20:43

Machine Learning World

Best of CVPR2018. Pretrained models for 26 CV tasks http://taskonomy.stanford.edu

2.0K viewsOles Petriv, 09:47

Machine Learning World

New paper from DeepMind AI to learn classical music from raw data https://arxiv.org/abs/1806.10474

2.3K viewsAndrey Nikishaev, 17:51

Machine Learning World

New paper about making cartoons. It can be also used for texture style transfer.
“Reproducing Japanese Anime Styles With CartoonGAN AI” @Synced_Global https://medium.com/syncedreview/reproducing-japanese-anime-styles-with-cartoongan-ai-cf30d583736e

Medium

Reproducing Japanese Anime Styles With CartoonGAN AI

From Hayao Miyazaki’s Spirited Away to Satoshi Kon’s Paprika, Japanese anime has made it okay for adults everywhere to enjoy cartoons…

2.0K viewsAndrey Nikishaev, 09:31

Machine Learning World

Maybe a start of something interest, right now more looks like a pet project)
https://towardsdatascience.com/autokeras-the-killer-of-googles-automl-9e84c552a319

Medium

AutoKeras: The Killer of Google’s AutoML

Google AI has finally released the beta version of AutoML, a service that some are saying will change the way we do deep learning entirely.

2.3K viewsAndrey Nikishaev, 13:46

Machine Learning World

TSNE Cuda !!! Now 1200x faster https://github.com/CannyLab/tsne-cuda

GitHub

GitHub - CannyLab/tsne-cuda: GPU Accelerated t-SNE for CUDA with Python bindings

GPU Accelerated t-SNE for CUDA with Python bindings - CannyLab/tsne-cuda

2.4K viewsOles Petriv, 15:06

Machine Learning World

Interesting articles & code about NLP from Harvard
http://nlp.seas.harvard.edu/code/

nlp.seas.harvard.edu

Code

Home of the Harvard SEAS natural-language processing group.

2.3K viewsAndrey Nikishaev, 20:53

Machine Learning World

Training RL models without reward set https://pathak22.github.io/large-scale-curiosity/

Large-Scale Curiosity

Large-Scale Study of Curiosity-Driven Learning

Burda*, Edwards*, Pathak* et.al. (* equal contribution, alphabetical order) Large-Scale Study of Curiosity-Driven Learning. 2018.

2.2K viewsAndrey Nikishaev, 07:53

Machine Learning World

Very nice article from our friend about Neural Machine Translation With PyTorch

https://tsdaemon.github.io/2018/07/08/nmt-with-pytorch-encoder-decoder.html#fnref:reshape

Daemon Engineer blog

Neural Machine Translation With PyTorch

Recently I did a workshop about Deep Learning for Natural Language Processing. Clearly, 3 days was not enough to cover all topics in this broad field, therefore I decided to create a series of practical tutorials about Neural Machine Translation in PyTorch.…

1.9K viewsAndrey Nikishaev, 11:23

Machine Learning World

🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥

Our team got two new members Oles Petriv & Anatolii Stehnii.
They will be also sharing their ideas, experience and articles that they read.
More people, more quality content))

🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥

2.1K viewsAndrey Nikishaev, 12:56

Machine Learning World

Many different tutorials about Machine Learning https://medium.com/machine-learning-in-practice/over-150-of-the-best-machine-learning-nlp-and-python-tutorials-ive-found-ffce2939bd78

Medium

Over 150 of the Best Machine Learning, NLP, and Python Tutorials I’ve Found

2.3K viewsAndrey Nikishaev, 15:26

Machine Learning World

Very awesome paper from MIT about segmentation. They do it almost ideal http://cfg.mit.edu/sites/cfg.mit.edu/files/sss_3.pdf

2.2K viewsAndrey Nikishaev, 15:35

Machine Learning World

New TPU(they named it DPU) vendor is comming up, and right now you can apply for early access program, to test their solution.
You can register here https://wavecomp.ai/

2.2K viewsAndrey Nikishaev, 10:29

Machine Learning World

Today we built a list of cool Popular Science YouTube channels, it's more addictive than Game of Thrones :)
https://medium.com/@a.nikishaev/best-popular-science-youtube-channels-767a73add30a

Medium

One man said “To become a genius you need to learn new thing every day”.

2.8K viewsAndrey Nikishaev, edited 17:04

Machine Learning World

Good article about how Mask RCNN works https://engineering.matterport.com/splash-of-color-instance-segmentation-with-mask-r-cnn-and-tensorflow-7c761e238b46

Medium

Splash of Color: Instance Segmentation with Mask R-CNN and TensorFlow

Explained by building a color splash filter

2.6K viewsAndrey Nikishaev, 18:34