harrisonzhu508

tensordict

TensorDict is a pytorch dedicated tensor container.

GPJax

Gaussian processes in JAX.

Satip

Satip contains the code necessary for retrieving, transforming and storing EUMETSAT data

orthogonal-additive-gaussian-processes

Light-weighted code for Orthogonal Additive Gaussian Processes

deep_kalman_filter_for_BM

parallel-gps

GPFlow based implementation of temporal parallellization of state space GPs

bouncing-ball

Amortized_SVGD

Experiments of amortized stein variational gradient

SteinGP

Code to fit Gaussian processes using Stein variational gradient descent. Code is writted in Tensorflow 2.0 and GPFlow 2.

aggregated-multitask-gp

Code companion of Multi-task Learning for Aggregated Data using Gaussian Processes paper

Stein-Control-Variates-with-SGD

awesome-normalizing-flows

Awesome resources on normalizing flows.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

streaming_sparse_gp

Streaming sparse Gaussian process approximations

vcpkg

C++ Library Manager for Windows, Linux, and MacOS

the-signature-method-in-machine-learning

Foundations and Applications

treeQuadrature

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

GPflowSampling

Code for efficiently sampling functions from GP(flow) posteriors

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

posteriordb

Database with posteriors of interest for Bayesian inference

ROS-Examples

Regression and other stories R examples

CropYield

Crop Yield Prediction with Deep Learning

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

pycrop-yield-prediction

A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction

techniques

Techniques for deep learning with satellite & aerial imagery

mev

Modelling extreme values

sparse

Sparse multi-dimensional arrays for the PyData ecosystem