AdamCobb

AdamCobb

Geek Repo

Github PK Tool:Github PK Tool


Organizations
exoml
OxfordML

AdamCobb's starred repositories

Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

Language:AssemblyLicense:NOASSERTIONStargazers:57293Issues:1317Issues:380

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Language:Jupyter NotebookLicense:MITStargazers:9626Issues:147Issues:30

botorch

Bayesian optimization in PyTorch

Language:Jupyter NotebookLicense:MITStargazers:3018Issues:53Issues:499

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

Language:PythonLicense:MITStargazers:2989Issues:47Issues:93

difftaichi

10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)

pytorch-classification

Classification with PyTorch.

Language:PythonLicense:MITStargazers:1671Issues:30Issues:48

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

Language:PythonLicense:Apache-2.0Stargazers:1579Issues:29Issues:108

mcmc-demo

Interactive Markov-chain Monte Carlo Javascript demos

Language:JavaScriptLicense:MITStargazers:763Issues:25Issues:7

PyHessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

Language:Jupyter NotebookLicense:MITStargazers:663Issues:14Issues:17

bdl-benchmarks

Bayesian Deep Learning Benchmarks

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:659Issues:23Issues:12

geotorch

Constrained optimization toolkit for PyTorch

Language:PythonLicense:MITStargazers:641Issues:9Issues:35

torchcv

TorchCV: a PyTorch vision library mimics ChainerCV

Language:PythonLicense:MITStargazers:392Issues:20Issues:51

pyvarinf

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

Language:PythonLicense:MITStargazers:358Issues:11Issues:3

PILCO

Bayesian Reinforcement Learning in Tensorflow

Language:PythonLicense:MITStargazers:311Issues:18Issues:46

pytorch-ensembles

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:236Issues:16Issues:5

uq-course

Introduction to Uncertainty Quantification

Language:Jupyter NotebookLicense:MITStargazers:235Issues:23Issues:1
Language:Jupyter NotebookLicense:NOASSERTIONStargazers:229Issues:6Issues:14

mici

Manifold Markov chain Monte Carlo methods in Python

Language:PythonLicense:MITStargazers:211Issues:17Issues:5

pytorch-sso

PyTorch-SSO: Scalable Second-Order methods in PyTorch

Language:PythonLicense:MITStargazers:141Issues:5Issues:5

bbo_challenge_starter_kit

Starter kit for the black box optimization challenge at Neurips 2020

Language:PythonLicense:Apache-2.0Stargazers:113Issues:9Issues:7

ADBench

Benchmarking various AD tools.

Language:C++License:MITStargazers:104Issues:16Issues:57

kalman-jax

Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:94Issues:11Issues:1

DUN

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

Language:Jupyter NotebookLicense:MITStargazers:72Issues:8Issues:0

BayesOpt_Attack

Targeted black-box adversarial attack using Bayesian Optimization

Language:PythonLicense:MITStargazers:35Issues:2Issues:2

hessian-eff-dim

Public Codebase for Rethinking Parameter Counting: Effective Dimensionality Revisited

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:34Issues:5Issues:3

difftorch

A differentiation API for PyTorch

Language:PythonLicense:BSD-2-ClauseStargazers:29Issues:3Issues:0

vcd_divergence

Code to minimize the Variational Contrastive Divergence (VCD)

Language:MATLABLicense:MITStargazers:27Issues:5Issues:0

baetorch

Python library for Bayesian Autoencoders

autodidact

A pedagogical implementation of Autograd

License:MITStargazers:1Issues:0Issues:0