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awaelchli's Projects

ansible icon ansible

Personal Ansible Configuration for Desktop and Server

arflow icon arflow

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

char-rnn-pytorch icon char-rnn-pytorch

Minimal implementation of Multi-layer Recurrent Neural Networks (LSTM) for character-level language modelling in PyTorch

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

easy-gpt icon easy-gpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

hyena-dna icon hyena-dna

Official implementation for HyenaDNA, a long-range genomic foundation model built with Hyena

lfmnet icon lfmnet

Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.

lightning-pose icon lightning-pose

Accelerated pose estimation and tracking using semi-supervised convolutional networks.

master-thesis icon master-thesis

Master Thesis Adrian Wälchli 2017/18, Computer Vision Group, University of Berne

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

mosaic-webapp icon mosaic-webapp

Mosaic WebApp created during the study week "Fascinating Informatics" by Elina Teplygina, Marlon Anderes and Simon Schedes

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