Matthijs Van keirsbilck's starred repositories

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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ranger

A VIM-inspired filemanager for the console

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LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

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xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

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pdfminer.six

Community maintained fork of pdfminer - we fathom PDF

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gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch

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flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

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loss-landscape

Code for visualizing the loss landscape of neural nets

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elevatorsaga

The elevator programming game!

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torchsparse

[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

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pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

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LightZero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

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safari

Convolutions for Sequence Modeling

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siliconcompiler

A modular build system for hardware

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surgeon-pytorch

A library to inspect and extract intermediate layers of PyTorch models.

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i3-resurrect

Simple solution to saving and restoring i3 workspaces

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sputnik

A library of GPU kernels for sparse matrix operations.

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EfficientConformer

[ASRU 2021] Efficient Conformer: Progressive Downsampling and Grouped Attention for Automatic Speech Recognition

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h-transformer-1d

Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning

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i3-polybar-config

My i3 configuration with polybar for HiDPI screen (4k)

neural_networks_chomsky_hierarchy

Neural Networks and the Chomsky Hierarchy

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genbmm

CUDA kernels for generalized matrix-multiplication in PyTorch

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Super-SloMo-tf2

Tensorflow 2 implementation of Super SloMo paper

hash-grid-encoding

Pure PyTorch implementation of Nvidia's hash grid encoding: https://nvlabs.github.io/instant-ngp/

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sinusoidal-gradient-descent

Experiments from the paper "Sinusoidal Frequency Estimation by Gradient Descent"

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rigl-torch

Extremely lightweight & easy to use PyTorch implementation of the sparse model training method "RigL" by Google Research.

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MultiPoseMovenetLightning

A walkthrough demonstrating multi person tracking using movenet lighting

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ELM-C--

Extreme Learning Machine - C++ library

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variconf

Wrapper around OmegaConf for loading configuration from various types of files.

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nano-gpt-lightning

Lightning implementation of nano-gpt

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