Julius Kunze

uv. An extremely fast Python package and project manager, written in Rust.

brainco-hand-sdk. BrainCo Revo1/2 Hand SDK Example

rust-zmq. Rust zeromq bindings.

ort. Fast ML inference & training for ONNX models in Rust

GR00T-WholeBodyControl. Welcome to GR00T Whole-Body Control (WBC)! This is a unified platform for developing and deploying advanced humanoid controllers. This includes: Decoupled WBC models used in NVIDIA Isaac-Gr00t, Gr00t N1.5 and N1.6 and GEAR-SONIC

rust-zmq. Rust zeromq bindings.

spotify-redirect-chrome. JavaScript

minirust. A precise specification for "Rust lite / MIR plus"

counterexamples. Counterexamples in Type Systems

cubecl. Multi-platform high-performance compute language extension for Rust.

sweep-bptree. A b+ tree, locality aware, so it's faster for ordered access

ftree. A pure-rust(with zero dependencies) fenwick tree, for the efficient computation of dynamic prefix sums.

Random-Edge-Coding. Code for "Random Edge Coding: One-Shot Bits-Back Coding of Large Labeled Graphs"

petgraph. Graph data structure library for Rust.

AudioGPT. AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

flash-attention. Fast and memory-efficient exact attention

Hue-Browser-Controller. Philips Hue Controller that works in a browser and can be installed on your PC/Mac.

datasets.

dreamerv3. Mastering Diverse Domains through World Models

ndarray. ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations

nauty-Traces-sys. Rust bindings for nauty and Traces

flipper. Reversible programming in Agda

fitvid. Python

triton. Development repository for the Triton language and compiler

brax. Massively parallel rigidbody physics simulation on accelerator hardware.

cwvae. Clockwork Variational Autoencoder

pt-jax. Path Tracing in JAX

nano-node. Nano is digital currency. Its ticker is: XNO and its currency symbol is: Ӿ

dex-lang. Research language for array processing in the Haskell/ML family

minerl_navigate. MineRL Navigate Video Dataset

vdvae-jax. Very deep VAEs in JAX/Flax

dreamerv2. Mastering Atari with Discrete World Models

pudb. Full-screen console debugger for Python

vdvae. Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"

einops. Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

RandomizedAutomaticDifferentiation. Experiment code for "Randomized Automatic Differentiation"

objax. Python

gym3. Vectorized interface for reinforcement learning environments

dotfiles. Mac and Linux config

TP-Transformer. Python

mathematics_dataset. This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

DeepOBS. DeepOBS: A Deep Learning Optimizer Benchmark Suite

dreamer-pytorch. Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.

SqueezeNet. SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

Deep-Learning-without-Weight-Transport. Deep Learning without Weight Transport

espresso. Efficient forward propagation for BCNNs

asm21. a small (4k) native assembler for Z80-based machines

studying-binary-neural-networks. Python

dreamer. Dream to Control: Learning Behaviors by Latent Imagination

flax. Flax is a neural network library for JAX that is designed for flexibility.

craystack. Compression tools for machine learning researchers

emu21. Emulator for the Micro21 computer

dreamer. Dream to Control: Learning Behaviors by Latent Imagination

numpyro. Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

pytest-pycharm. Plugin for py.test to enter PyCharm debugger on uncaught exceptions

trax. Trax — Deep Learning with Clear Code and Speed

edward2. A simple probabilistic programming language.

PyPiler. DAG based data-flow and control-flow representation for meta programming

pipdeptree. A command line utility to display dependency tree of the installed Python packages

fastar. Python

jaxnet. Concise deep learning for JAX

bsuite. bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

handout. Turn Python scripts into handouts with Markdown and figures

tmux. tmux source code

tensorboardX. tensorboard for pytorch (and chainer, mxnet, numpy, ...)

slac. Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model

bitswap. Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables

loopmicro. An 8-bit microcomputer for the 21st century

computation-thru-dynamics. Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

planet. Learning Latent Dynamics for Planning from Pixels

gpt-2. Code for the paper "Language Models are Unsupervised Multitask Learners"

flowpp. Code for reproducing Flow ++ experiments

MarbleMarcher. A Fractal Physics Game

dm_control. Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

softlearning. Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

jax. Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

large-scale-curiosity. Code for the paper "Large-Scale Study of Curiosity-Driven Learning"

tldr. Collaborative cheatsheets for console commands 📚.

observations. Tools for loading standard data sets in machine learning

edward. A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

probability. Probabilistic reasoning and statistical analysis in TensorFlow

tikz-bayesnet. TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

gpustat. 📊 A simple command-line utility for querying and monitoring GPU status

vime. Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"

noreward-rl. [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

KISS. Lightning fast, open-source, < 250kb Android launcher

kotlin-playground. Self-contained component to embed in websites for running Kotlin code

baselines. OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

speechT. An opensource speech-to-text software written in tensorflow

Deep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

kotlin-native. Kotlin/Native infrastructure

evolution-strategies-starter. Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

fexum. Framework for Exploring and Understanding Multivariate Correlations

pixel-rnn-tensorflow. in progress

gym. A toolkit for developing and comparing reinforcement learning algorithms.

models. Models and examples built with TensorFlow

tensorflow. An Open Source Machine Learning Framework for Everyone

Symatem.

layered. Clean implementation of feed forward neural networks

spek. A specification framework for Kotlin

deeplearning4j. Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...

anko. Pleasant Android application development

kotlin. The Kotlin Programming Language.

kara. Kotlin Web Framework for the JVM