rlpyt: A Research Code Base for Deep Reinforcement Learning in PyTorch
Blog by Adam Stookei : https://bair.berkeley.edu/blog/2019/09/24/rlpyt/
#DeepLearning #ReinforcementLearning #PyTorch

Visualizing the Loss Landscape of Neural Nets

PyTorch code by Tom Goldstein: https://github.com/tomgoldstein/loss-landscape

#pytorch #neuralnetworks #machinelearning #deeplearning #artificialintelligence

Transformers: State-of-the-art Natural Language Processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, Jamie Brew : https://arxiv.org/abs/1910.03771
#Transformers #NaturalLanguageProcessing #PyTorch #TensorFlow

The State of Machine Learning Frameworks in 2019
By Horace He : https://thegradient.pub/state-of-ml-frameworks-2019-pytorch-dominates-research-tensorflow-dominates-industry/
#MachineLearning #PyTorch #TensorFlow

Benchmarking Every Open Source Model
By Papers With Code : https://sotabench.com
#DeepLearning #PyTorch #TensorFlow https://t.me/ArtificialIntelligenceArticles

BoTorch: Programmable Bayesian Optimization in PyTorch
Balandat et al.: https://arxiv.org/abs/1910.06403
Code: https://github.com/pytorch/botorch
#MachineLearning #Bayesian #PyTorch

🎓 Reinforcement Learning Course from OpenAI

Reinforcement Learning becoming significant part of the data scientist toolbox.
OpenAI created and published one of the best courses in #RL. Algorithms implementation written in #Tensorflow.
But if you are more comfortable with #PyTorch, we have found #PyTorch implementation of this algs

OpenAI Course: https://spinningup.openai.com/en/latest/
Tensorflow Code: https://github.com/openai/spinningup
PyTorch Code: https://github.com/kashif/firedup

#MOOC #edu #course #OpenAI

GPyTorch
Gaussian processes for modern machine learning systems.
GitHub: https://github.com/cornellius-gp/gpytorch
Website: https://gpytorch.ai
#PyTorch #NeuralNetworks #MachineLearning

@ArtificialIntelligenceArticles

Pytorch-Struct
Fast, general, and tested differentiable structured prediction in PyTorch. By Harvard NLP : https://github.com/harvardnlp/pytorch-struct
#PyTorch #DeepLearning #ArtificialIntelligence

"Differentiable Convex Optimization Layers"
CVXPY creates powerful new PyTorch and TensorFlow layers
Agrawal et al.: https://locuslab.github.io/2019-10-28-cvxpylayers/
#PyTorch #TensorFlow #NeurIPS2019