odb9402

OneClassClassifier

One-class classifiers for anomaly detection (outlier detection)

CNNPeaks

The ChIP-Seq peak calling algorithm using convolution neural networks

MoleculeTransformer

The BERT-based embedding model for SMILES molecule representation

faiss

A library for efficient similarity search and clustering of dense vectors.

MT-EviNet

Improving evidential deep learning via multi-task learning

OPPA

Oppa _ 오빠 :: Optimize Parameter in Peak detection Algorithm by bayesian optimization. ( keep )

atom3d

ATOM3D: tasks on molecules in three dimensions

csgmcmc

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning

DomainBed

DomainBed is a suite to test domain generalization algorithms

eiten

Statistical and Algorithmic Investing Strategies for Everyone

FinanceDataReader

Financial data reader

fortuna

A Library for Uncertainty Quantification.

fredapi

Python API for FRED (Federal Reserve Economic Data) and ALFRED (Archival FRED)

full-stack-fastapi-postgresql

Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

git-katas

A set of exercises for deliberate Git Practice

GraphBP

Official implementation of "Generating 3D Molecules for Target Protein Binding" [ICML2022 Long Presentation]

leekh7411

MAT

The official implementation of the Molecule Attention Transformer.

ml-system-design-pattern

System design patterns for machine learning

MonkeyType

A system for Python that generates static type annotations by collecting runtime types

odb9402

Pocket2Mol

Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets

scalaSandbox

Sandbox codes for the Learning scala book

sparkExampleApp

SubpopBench

Change is Hard: A Closer Look at Subpopulation Shift

swa_gaussian

Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

SWAG_

Graphical experiments of calculating covariances and means of stochastic weight averaging-Gaussian(SWAG)

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

Uni-Mol

A Universal 3D Molecular Representation Learning Framework