Learning Better Simulation Methods for Partial Differential Equations
http://ai.googleblog.com/2019/07/learning-better-simulation-methods-for.html
http://ai.googleblog.com/2019/07/learning-better-simulation-methods-for.html
Googleblog
Learning Better Simulation Methods for Partial Differential Equations
An Introduction to Recurrent Neural Networks for Beginners
https://towardsdatascience.com/an-introduction-to-recurrent-neural-networks-for-beginners-664d717adbd
https://towardsdatascience.com/an-introduction-to-recurrent-neural-networks-for-beginners-664d717adbd
Medium
An Introduction to Recurrent Neural Networks for Beginners
A simple walkthrough of what RNNs are, how they work, and how to build one from scratch in Python.
MintNet: Building Invertible Neural Networks with Masked Convolutions
https://arxiv.org/abs/1907.07945
https://arxiv.org/abs/1907.07945
ArchiGAN: a Generative Stack for Apartment Building Design
https://devblogs.nvidia.com/archigan-generative-stack-apartment-building-design/
https://devblogs.nvidia.com/archigan-generative-stack-apartment-building-design/
NVIDIA Technical Blog
ArchiGAN: a Generative Stack for Apartment Building Design | NVIDIA Technical Blog
This post decribes ArchiGAN, an adversarial deep learning network based on Pix2Pix to generate apartment and building floorplans.
Want to know what software-driven health care looks like? This class offers some clues.
http://news.mit.edu/2019/want-know-what-software-driven-health-care-looks-mit-class-offers-some-clues-0724
http://news.mit.edu/2019/want-know-what-software-driven-health-care-looks-mit-class-offers-some-clues-0724
MIT News
Want to know what software-driven health care looks like? This class offers some clues.
A course that combines machine learning and health care explores the promise of applying artificial intelligence to medicine.
Eidetic 3D LSTM: A Model for Video Prediction and Beyond
Article : https://openreview.net/forum?id=B1lKS2AqtX
GitHub: https://github.com/metrofun/E3D-LSTM
Article : https://openreview.net/forum?id=B1lKS2AqtX
GitHub: https://github.com/metrofun/E3D-LSTM
OpenReview
Eidetic 3D LSTM: A Model for Video Prediction and Beyond
Spatiotemporal predictive learning, though long considered to be a promising self-supervised feature learning method, seldom shows its effectiveness beyond future video prediction. The reason is...
Highest Rated ML Projects on Github
It is impossible to follow everything ML. These 5, though, are worth a look.
https://towardsdatascience.com/highest-rated-ml-projects-on-github-694486293512
It is impossible to follow everything ML. These 5, though, are worth a look.
https://towardsdatascience.com/highest-rated-ml-projects-on-github-694486293512
Medium
Highest Rated ML Projects on Github
It is impossible to follow everything ML. These 5, though, are worth a look.
Train and Deploy Machine Learning Model With Web Interface - PyTorch & Flask
Github: https://github.com/imadelh/ML-web-app
Article: https://imadelhanafi.com/posts/train_deploy_ml_model/
Example: https://ml-app.imadelhanafi.com/
Github: https://github.com/imadelh/ML-web-app
Article: https://imadelhanafi.com/posts/train_deploy_ml_model/
Example: https://ml-app.imadelhanafi.com/
GitHub
GitHub - imadelh/ML-web-app: Train and Deploy Simple Machine Learning Model With Web Interface on Jetson Nano
Train and Deploy Simple Machine Learning Model With Web Interface on Jetson Nano - GitHub - imadelh/ML-web-app: Train and Deploy Simple Machine Learning Model With Web Interface on Jetson Nano
Collaborative Experts
This repo provides code for learning and evaluating joint video-text embeddings for the task of video retrieval
https://github.com/albanie/collaborative-experts
This repo provides code for learning and evaluating joint video-text embeddings for the task of video retrieval
https://github.com/albanie/collaborative-experts
GitHub
GitHub - albanie/collaborative-experts: Video embeddings for retrieval with natural language queries
Video embeddings for retrieval with natural language queries - GitHub - albanie/collaborative-experts: Video embeddings for retrieval with natural language queries
An Example of Hyperparameter Optimization on XGBoost, LightGBM and CatBoost using Hyperopt
https://towardsdatascience.com/an-example-of-hyperparameter-optimization-on-xgboost-lightgbm-and-catboost-using-hyperopt-12bc41a271e
https://towardsdatascience.com/an-example-of-hyperparameter-optimization-on-xgboost-lightgbm-and-catboost-using-hyperopt-12bc41a271e
Medium
An Example of Hyperparameter Optimization on XGBoost, LightGBM and CatBoost using Hyperopt
Bonus: Hyperopt-Sklearn
Facebook AI Memory Layer Boosts Network Capacity by a Billion Parameters
https://syncedreview.com/2019/08/02/facebook-ai-memory-layer-boosts-network-capacity-by-a-billion-parameters/
https://syncedreview.com/2019/08/02/facebook-ai-memory-layer-boosts-network-capacity-by-a-billion-parameters/
Synced
Facebook AI Memory Layer Boosts Network Capacity by a Billion Parameters
Recently, Facebook AI Research (FAIR) researchers introduced a structured memory layer which can be easily integrated into a neural network to greatly expand network capacity and the number of para…
An Interactive, Automated 3D Reconstruction of a Fly Brain
http://ai.googleblog.com/2019/08/an-interactive-automated-3d.html
http://ai.googleblog.com/2019/08/an-interactive-automated-3d.html
Googleblog
An Interactive, Automated 3D Reconstruction of a Fly Brain