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HIPS

10 indexed repositories · View on GitHub

autograd
Efficiently computes derivatives of NumPy code.

Python · 7530 stars
Spearmint
Spearmint Bayesian optimization codebase

Python · 1573 stars
neural-fingerprint
Convolutional nets which can take molecular graphs of arbitrary size as input.

TeX · 500 stars
hypergrad
Exploring differentiation with respect to hyperparameters

Python · 297 stars
Kayak
Kayak is a library for automatic differentiation with applications to deep neural networks.

Python · 229 stars
Probabilistic-Backpropagation
Implementation in C and Theano of the method Probabilistic Backpropagation for scalable Bayesian inference in deep neural networks.

C · 193 stars
molecule-autoencoder
A project to enable optimization of molecules by transforming them to and from a continuous representation.

Python · 156 stars
pgmult
Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation

Python · 61 stars
maxwells-daemon
Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.

TeX · 33 stars
BayesianStructuredSparsity
Code for performing Bayesian regression with structured sparsity from a Gaussian field.

8 stars

Open All

About code availability. Open

HIPS/BayesianStructuredSparsity#1 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
funkyyak Open

HIPS/hypergrad#1 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
"Starting omap" but nothing is running Open

HIPS/hypergrad#2 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Testing `ExactRep` Open

HIPS/hypergrad#4 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
No such file or directory in experiments/Feb_1_learning_alphabet_corr/1/ Open

HIPS/hypergrad#6 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Create an installable package Open

HIPS/hypergrad#8 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
No module named 'funkyyak' Open

HIPS/maxwells-daemon#2 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
The charset Open

HIPS/molecule-autoencoder#1 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
softmax activation in GRU Open

HIPS/molecule-autoencoder#2 · 2 comments · 4 reactions · 0 assignees · Indexed Sep 17, 2026
Error in running sample_autoencoder.py file Open

HIPS/molecule-autoencoder#4 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Showing an error Open

HIPS/molecule-autoencoder#6 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Unclear best model configuration Open

HIPS/molecule-autoencoder#8 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Baselines Open

HIPS/molecule-autoencoder#9 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Details about all_drugs.smi Open

HIPS/molecule-autoencoder#10 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
No module named subset Open

HIPS/Spearmint#11 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
int_to_unit and float_to_unit break if max == min Open

HIPS/Spearmint#17 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Spearmint on the cluster Open

HIPS/Spearmint#23 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Hanging after "Using database at localhost." Open

HIPS/Spearmint#25 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
BetaWarp UserWarning: BetaWarp encountered negative values Open

HIPS/Spearmint#27 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Broken Jobs on Distributed Example Using Starcluster Open

HIPS/Spearmint#28 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Licence Open

HIPS/Spearmint#35 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Hadamard Product Open

enhancement

HIPS/Kayak#1 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Convolution Open

enhancement

HIPS/Kayak#2 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Abstract the math computations Open

enhancement

HIPS/Kayak#4 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Implement matrix trace Open

enhancement

HIPS/Kayak#6 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Implement matrix determinant. Open

enhancement

HIPS/Kayak#7 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Write actual documentation Open

HIPS/Kayak#10 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Use sphinx to generate API docs and put in gh-pages branch. Open

HIPS/Kayak#12 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Suspicious memory explosions - Add __del__ method to differentiable Open

HIPS/Kayak#16 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Strange predictions Open

HIPS/neural-fingerprint#7 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Utils not found Open

HIPS/neural-fingerprint#9 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Binary Cross Entropy instead of MSE Open

HIPS/neural-fingerprint#10 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Syntax Errors, util.py not found, cannot import name 'logsumexp' from 'autograd.scipy.misc' Open

HIPS/neural-fingerprint#12 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Port to Python3 Open

HIPS/Probabilistic-Backpropagation#1 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
any guide/document for start/usage? Open

HIPS/Spearmint#36 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
On loading "heavy" external data for the model Open

HIPS/Spearmint#37 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Python 3 support Open

HIPS/Spearmint#41 · 4 comments · 4 reactions · 0 assignees · Indexed Sep 17, 2026
which MongoDB version Open

HIPS/Spearmint#42 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
should exit when max-finished-jobs reached Open

HIPS/Spearmint#43 · 2 comments · 3 reactions · 0 assignees · Indexed Sep 17, 2026
KeyError: 'NaN' Open

HIPS/Spearmint#45 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Current implemented features Open

HIPS/Spearmint#46 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
MPES and ParEGO? Open

HIPS/Spearmint#47 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Spearmint with starcluster Open

HIPS/Spearmint#48 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
setting variable to a fixed value Open

HIPS/Spearmint#49 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
cluster_scheduler does not use hostname as database address Open

HIPS/Spearmint#50 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
feature: ipyparallel task manager Open

HIPS/Spearmint#55 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Running a matlab file with spearmint Open

HIPS/Spearmint#58 · 10 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Spearmint with SQlite for Quick Deployment in Jupyter Notebooks Open

HIPS/Spearmint#61 · 1 comment · 3 reactions · 0 assignees · Indexed Sep 17, 2026
How is optimization of acquisition function over integer/categorical parameters done? Open

HIPS/Spearmint#63 · 4 comments · 3 reactions · 0 assignees · Indexed Sep 17, 2026
output files Open

HIPS/Spearmint#64 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

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