johanngerberding's repositories
carla-agent-imitation-learning
Conditional Imitation Learning Agent for CARLA.
comma10k-segmentation-pytorch
RegSeg paper implementation to solve comma10k segmentation challenge.
pytorch-RNNsearch
My paper implementation of "Neural Machine Translation by Jointly Learning to Align and Translate" using PyTorch.
voxelnet-pytorch
Some useful functions for working with the KITTI Dataset. Implementation of VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection.
world-models-pytorch
Pytorch Implementation of the World Models paper from 2018.
advent-of-code-2022
Advent of Code 2022 Problems solved using Python.
advent-of-code-2023
Advent of Code 2023, Python solutions.
adventofcode2021
My solutions to Advent of Code 2021.
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
efficientnet-pytorch
My personal EfficientNet PyTorch implementation including a training script and a few explanations.
reinforcement-learning-pytorch
Implementations of different RL algorithms.
transformer-pytorch
My Vanilla-Transformer paper implementation.
vision-transformer-pytorch
My Vision Transformer (ViT) implementation using PyTorch.
codeforces
Codeforces problems for fun.
johanngerberding.github.io
This is my personal blog where I write about stuff that interests me.
neural_network
Here I want to share with you my self-made neural network only using numpy.
projecteuler
My projecteuler problem solutions.