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Phil's Projects

accelerate icon accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

addons icon addons

Useful extra functionality for TensorFlow maintained by SIG-addons

detr icon detr

End-to-End Object Detection with Transformers

fraiburg icon fraiburg

Team frAIburg's code for the Audi Autonomous Driving Cup 2017

generalize_spatial_relations icon generalize_spatial_relations

Code for the paper "Optimization Beyond the Convolution: Generalizing Spatial Relations with End-to-End Metric Learning" (ICRA 2018)

gps icon gps

Guided Policy Search

models icon models

Models and examples built with TensorFlow

nanogpt icon nanogpt

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

open-assistant icon open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

secr icon secr

Spatially Explicit Capture-Recapture

squeeze_excitation icon squeeze_excitation

Experiments on squeeze and excitation networks for the bio-medical image analysis seminar.

test-tube icon test-tube

Python library to easily log, track machine learning code, experiments and parallelize hyperparameter search

tf-quaternion icon tf-quaternion

An implementation of quaternions for and written in tensorflow. Fully differentiable.

thesis-template icon thesis-template

A latex template for writing a Bachelor/Master thesis. (mirror of https://git.fachschaft.tf/fachschaft-public/thesis-template)

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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