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Machine Learning Research

RL-Adventure-2: PyTorch4 tutorial of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
https://github.com/higgsfield/RL-Adventure-2

GitHub

GitHub - higgsfield-ai/higgsfield: Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed…

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters - higgsfield-ai/higgsfield

309 views05:35

Machine Learning Research

Simple Image Colorization in PyTorch
https://lukemelas.github.io/image-colorization.html

354 views05:36

Machine Learning Research

Simple Tensorflow implementation of text summarization using seq2seq library
https://github.com/dongjun-Lee/text-summarization-tensorflow

GitHub

GitHub - dongjun-Lee/text-summarization-tensorflow: Tensorflow seq2seq Implementation of Text Summarization.

Tensorflow seq2seq Implementation of Text Summarization. - dongjun-Lee/text-summarization-tensorflow

357 views05:23

Machine Learning Research

A visual introduction to machine learning, Part II: Model Tuning and the Bias-Variance Tradeoff
http://www.r2d3.us/visual-intro-to-machine-learning-part-2/

www.r2d3.us

A visual introduction to machine learning, Part II

Learn about bias and variance in our second animated data visualization.

292 views06:06

Machine Learning Research

Minimal tensorflow VAE implementation
https://github.com/adler-j/minimal_vae

GitHub

GitHub - adler-j/minimal_vae: A minimal implementation of an Variational Auto-Encoder

A minimal implementation of an Variational Auto-Encoder - GitHub - adler-j/minimal_vae: A minimal implementation of an Variational Auto-Encoder

302 views06:07

Machine Learning Research

Нейронки за 5 минут
https://habr.com/post/416211/

Хабр

Нейронки за 5 минут

Давайте я за 5-10 минут чтения и понимания коротенькой статьи добавлю вам в резюме строчки «машинное обучение» и «нейронные сети»? Тем, кто далек от программиров...

236 views05:33

Machine Learning Research

Complete World Models implementation in Chainer
https://github.com/AdeelMufti/WorldModels

GitHub

AdeelMufti/WorldModels

WorldModels - Full World Models Implementation in Chainer

240 views05:34

Machine Learning Research

Tell Me Where To Look( Guided Attention Inference Network )
https://github.com/alokwhitewolf/Guided-Attention-Inference-Network

GitHub

alokwhitewolf/Guided-Attention-Inference-Network

Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation. -...

328 views05:34

Machine Learning Research

kaggle: IEEE's Camera Model Identification
https://habr.com/company/ods/blog/415571/

Habr

kaggle: IEEE's Camera Model Identification

В конце зимы этого года прошло соревнование IEEE's Signal Processing Society — Camera Model Identification. Я участвовал в этом командном соревновании в качестве ментора. Об альтернативном способе...

281 views11:32

Machine Learning Research

Updates to the XGBoost GPU algorithms
https://xgboost.ai/2018/07/04/gpu-xgboost-update.html

229 views08:51

Machine Learning Research

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks
https://github.com/sebastianruder/NLP-progress

GitHub

GitHub - sebastianruder/NLP-progress: Repository to track the progress in Natural Language Processing (NLP), including the datasets…

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. - sebastianruder/NLP-progress

260 views08:54

Machine Learning Research

Simple Tensorflow implementation of RelativisticGAN
https://github.com/taki0112/RelativisticGAN-Tensorflow

GitHub

taki0112/RelativisticGAN-Tensorflow

Simple Tensorflow implementation of RelativisticGAN - taki0112/RelativisticGAN-Tensorflow

210 views13:49

Machine Learning Research

PythonRobotics: Implementation of various algorithms (SLAM, mapping, path planning and tracking) for robot navigation
https://atsushisakai.github.io/PythonRobotics/

215 views13:50

Machine Learning Research

The natural language decathlon benchmark to do well on ten different nlp tasks including question answering, translation, summarization, sentiment analysis by Salesforce research team.
https://einstein.ai/research/the-natural-language-decathlon

Salesforce Research

Blog posts by Salesforce Research

219 views13:51

Machine Learning Research

Microsoft Research announced Open Data project! This single, cloud-hosted location offers datasets representing many years of data curation and research efforts by Microsoft.
https://www.microsoft.com/en-us/research/blog/announcing-microsoft-research-open-data-datasets-by-microsoft-research-now-available-in-the-cloud/

Microsoft Research

Announcing Microsoft Research Open Data - Datasets by Microsoft Research now available in the cloud - Microsoft Research

The Microsoft Research Outreach team has worked extensively with the external research community to enable adoption of cloud-based research infrastructure over the past few years. Through this process, we experienced the ubiquity of Jim Gray’s fourth paradigm…

238 views13:52

Machine Learning Research

Udacity has published a github repo for the Deep Reinforcement Learning Nanodegree program
https://github.com/udacity/deep-reinforcement-learning

GitHub