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Name: Niklas Schmitz
Type: User
Bio: EPFL
Location: Lausanne / Berlin
Name: Niklas Schmitz
Type: User
Bio: EPFL
Location: Lausanne / Berlin
Abstract types and methods for Gaussian Processes.
Code for the paper "Algorithmic Differentiation for Automatized Modelling of Machine Learned Force Fields"
http://adventofcode.com/
BlackJAX is a sampling library designed for ease of use, speed and modularity.
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
It is like recipes but for AD! (Full functionality is in ChainRules.jl but this a light weight dependency just to define sensitivities for your functions in your packages)
Helpers for declaring ChainRules
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
small experiments with agents learning atari games, implemented in jax/numpy
Research language for array processing in the Haskell/ML family
Interface and Julia implementation of exchange-correlation functionals
Density-functional toolkit
Automatic differentiation for density functional theory in Julia.
An interface to various automatic differentiation backends in Julia.
Differentiating convex optimization program w.r.t. program parameters
Next-generation AD
A Julia package for evaluating distances (metrics) between vectors.
A High Level API for Deep Learning in JAX
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
The fast.ai deep learning library, lessons, and tutorials
Forward Mode Automatic Differentiation for Julia
Local, global, and beyond optimization for scientific machine learning (SciML)
A highly efficient and modular implementation of Gaussian Processes in PyTorch
An optimized graphs package for the Julia programming language
Instant neural graphics primitives: lightning fast NeRF and more
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Differentiable, Hardware Accelerated, Molecular Dynamics
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.