benelot
Data Scientist @ IDSC Insel University Hospital, PhD in the Comp. Neuro. Group of Walter Senn at Uni Bern, personally on Google @bulletphysics @brax and Deep-RL
IDSC.ioBern, Switzerland
Pinned Repositories
benelot.github.io
My github.io page.
bullet-gym
Experimental (stable, go here: https://github.com/benelot/pybullet-gym) repository of OpenAI Gym environments implemented with Bullet Physics using pybullet.
cartpoleplusplus
3d cartpole gym env using bullet physics trained from pixels with LRPG, DDPG & NAF
CEGUI-GWEN-Skin
A skin based on the default GWEN GUI skin for CEGUI.
Composer
Generates video game music using neural networks.
computational-diagnostic-paths
Using multiple imputation and bayesian variable selection to get inclusion probabilities in order to propose evidence-based diagnostic paths.
eth-intro-to-neuroinformatics-summary
Summary of the ETH INI Introduction to Neuroinformatics course.
eth-machine-learning-summary
We cherry-pick the most understandable explanations and definitions into one summary to summarize the content of the lecture about Machine Learning of Prof. Joachim Buhmann.
minemonics
(Alpha Stage, work in progress) An open-source 3D virtual creature evolution simulator built in OGRE rendering engine in C++ to experiment with emergent gait-periodicity in evolved creatures on unknown terrain.
pybullet-gym
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
benelot's Repositories
benelot/pybullet-gym
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
benelot/bullet-gym
Experimental (stable, go here: https://github.com/benelot/pybullet-gym) repository of OpenAI Gym environments implemented with Bullet Physics using pybullet.
benelot/minemonics
(Alpha Stage, work in progress) An open-source 3D virtual creature evolution simulator built in OGRE rendering engine in C++ to experiment with emergent gait-periodicity in evolved creatures on unknown terrain.
benelot/eth-intro-to-neuroinformatics-summary
Summary of the ETH INI Introduction to Neuroinformatics course.
benelot/Composer
Generates video game music using neural networks.
benelot/awesome-biologically-plausible-neural-networks
Awesome biologically plausible neural networks reading list.
benelot/LibreOffice-as-a-Maven
Make LibreOffice available to your Java application as a service and use them with the examples using Maven.
benelot/benelot.github.io
My github.io page.
benelot/computational-diagnostic-paths
Using multiple imputation and bayesian variable selection to get inclusion probabilities in order to propose evidence-based diagnostic paths.
benelot/automised_latex_template
Template to automatically build LaTeX documents with GitHub
benelot/benelot
benelot/brax
Massively parallel rigidbody physics simulation on accelerator hardware.
benelot/containers
Bitnami container images
benelot/docker-minio-backup-local
Backup Minio to local filesystem with periodic backups and rotate backups.
benelot/farmOS-buster
farmOS: A web-based farm record keeping application.
benelot/gpt4free
decentralising the Ai Industry, just some language model api's...
benelot/holoviews
With Holoviews, your data visualizes itself.
benelot/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
benelot/mnist1d
A 1D analogue of the MNIST dataset for measuring spatial biases and answering Science of Deep Learning questions.
benelot/MThCode
benelot/PredictiveCodingBackprop
Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
benelot/python-datastructures-and-algorithms
D & A I could not find on the internet the way I needed them often.
benelot/PythonHPC
PythonHPC
benelot/pytorch-speech-commands
Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge
benelot/pytorch_examples
Some example scripts in pytorch
benelot/reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
benelot/tsne-in-pytorch
benelot/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
benelot/vre-spark
VRE Spark Project - Identifying and monitoring transmission pathways of VRE in a hospital network.
benelot/zelda3