ikostrikov/pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Language: Python - Size: 5.91 MB - Last synced: 7 days ago - Pushed: about 2 years ago - Stars: 3,488 - Forks: 831

stanfordmlgroup/ngboost

Natural Gradient Boosting for Probabilistic Prediction

Language: Python - Size: 12.2 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 1,577 - Forks: 219

nocotan/awesome-information-geometry

About A collection of AWESOME things about information geometry Topics

Size: 300 KB - Last synced: 8 days ago - Pushed: 3 months ago - Stars: 76 - Forks: 10

theogf/AugmentedGaussianProcesses.jl

Gaussian Process package based on data augmentation, sparsity and natural gradients

Language: Julia - Size: 403 MB - Last synced: 8 days ago - Pushed: about 2 months ago - Stars: 133 - Forks: 9

nomuramasahir0/crfmnes

(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems

Language: Python - Size: 879 KB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 16 - Forks: 1

Feuermagier/Beyond_Deep_Ensembles

Code for the paper "Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift"

Language: Jupyter Notebook - Size: 2.65 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 3 - Forks: 0

ehknight/natural-gradient-deep-q-learning

Language: Shell - Size: 39.4 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 21 - Forks: 3

yorkerlin/StructuredNGD-DL

Matrix-multiplication-only KFAC; Code for ICML 2023 paper on Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning

Language: Python - Size: 40 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

nomuramasahir0/cec2023-tutorial

(CEC2023 Tutorial) Foundations and Recent Advances on Natural Evolution Strategies

Language: Jupyter Notebook - Size: 7.76 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 2 - Forks: 0

SuperbTUM/Faster-Distributed-Training

Faster large mini-batch distributed training w/o. squeezing devices

Language: Python - Size: 601 KB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 0 - Forks: 1

gd-zhang/ACKTR

Actor Critic using Kronecker-Factored Trust Region

Language: Python - Size: 77.1 KB - Last synced: 10 months ago - Pushed: almost 6 years ago - Stars: 18 - Forks: 3

nomuramasahir0/xnes-adaptive-lr

(EvoApps2022) "Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies"

Language: Python - Size: 1.71 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Ankur-Deka/Machine-Learning-Notebooks

Simple Experiments mainly on Machine Learning

Language: Jupyter Notebook - Size: 2.11 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 4 - Forks: 1

pomonam/NoisyNaturalGradient

TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".

Language: Python - Size: 2.67 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 59 - Forks: 8

gd-zhang/noisy-K-FAC

Natural Gradient, Variational Inference

Language: Python - Size: 296 KB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 28 - Forks: 5

JakobHavtorn/Master-Thesis

My Master's Thesis on Variational Optimization of Neural Networks written at the Technical University of Denmark

Language: TeX - Size: 21.4 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

erfanloghmani/Convex-Optimization-Project

Project definition and implementations for Convex Optimization Course

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