Projects

Updated 9 months ago

DFTK • Rank 14.1 • Science 67%

Density-functional toolkit

ab-initio computational-chemistry density-functional-theory electronic-structure julia kohn-sham materials-science mathematical-analysis numerical-analysis plane-wave toolkit

Updated 9 months ago

https://github.com/camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers • Rank 15.3 • Science 23%

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

bayesian-methods data-science jupyter-notebook mathematical-analysis pymc statistics

Updated 9 months ago

pydtmc • Rank 13.6 • Science 23%

A library for discrete-time Markov chains analysis.

fitting markov markov-chain mathematical-analysis mathematical-models plotting probabilistic-models probability simulation statistical-analysis statistical-models stochastic-process

Updated 9 months ago

ConservationLawsParticles • Science 67%

Particle methods for 1D conservation laws

analysis conservation-laws differential-equations differential-evolution mathematical-analysis mathematics numerical-analysis numerical-differential-equations numerical-discretization numerical-method

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

DFTK • Rank 14.1 • Science 67%

https://github.com/camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers • Rank 15.3 • Science 23%

pydtmc • Rank 13.6 • Science 23%

ConservationLawsParticles • Science 67%