Nestor Demeure (nestordemeure)

nestordemeure

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Location:USA (Berkeley)

Home Page:https://nestordemeure.github.io/

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Nestor Demeure's starred repositories

iced

A cross-platform GUI library for Rust, inspired by Elm

ThreadPool

A simple C++11 Thread Pool implementation

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flax

Flax is a neural network library for JAX that is designed for flexibility.

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rust

Rust language bindings for TensorFlow

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corpora

A collection of small corpuses of interesting data for the creation of bots and similar stuff.

Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

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gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch

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rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

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Zygote.jl

21st century AD

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awesome-jax

JAX - A curated list of resources https://github.com/google/jax

Enzyme

High-performance automatic differentiation of LLVM and MLIR.

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juice

The Hacker's Machine Learning Engine

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trueskill

An implementation of the TrueSkill rating system for Python

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Gradient-Centralization

A New Optimization Technique for Deep Neural Networks

rust-autograd

Tensors and differentiable operations (like TensorFlow) in Rust

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mpi4jax

Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:

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pyhpc-benchmarks

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:

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adahessian

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

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hypergradient-descent

Hypergradient descent

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Better_LSTM_PyTorch

An LSTM in PyTorch with best practices (weight dropout, forget bias, etc.) built-in. Fully compatible with PyTorch LSTM.

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fast_tabnet

TabNet for fastai

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batchup

Python library for extracting mini-batches of data from a data source for the purpose of training neural networks

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verrou

floating-point errors checker

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cxxtimer

A timer for modern C++

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ManifoldMixup

ManifoldMixup with support for Interpolated Adversarial training

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oxide-enzyme

Experimental usage of https://github.com/wsmoses/Enzyme with Rust

LibNT

C++ and MATLAB library for dense and sparse numeric tensor arithmetic

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