GitHub / kevinzakka 24 Repositories
PhD @ UC Berkeley.
kevinzakka/robot_descriptions.py Fork of robot-descriptions/robot_descriptions.py
Import robot descriptions as Python modules
Language: Python - Size: 630 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 3 - Forks: 0

kevinzakka/mink
Python inverse kinematics based on MuJoCo
Language: Python - Size: 150 MB - Last synced at: 8 days ago - Pushed at: 15 days ago - Stars: 581 - Forks: 38

kevinzakka/pytorch-goodies 📦
PyTorch Boilerplate For Research
Language: Python - Size: 39.1 KB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 609 - Forks: 70

kevinzakka/obj2mjcf
A CLI for processing composite Wavefront OBJ files for use in MuJoCo.
Language: Python - Size: 7.24 MB - Last synced at: 13 days ago - Pushed at: 6 months ago - Stars: 235 - Forks: 26

kevinzakka/ibc
A PyTorch implementation of Implicit Behavioral Cloning
Language: Python - Size: 3.74 MB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 103 - Forks: 13

kevinzakka/mjctrl
Minimal, clean, single-file implementations of common robotics controllers in MuJoCo.
Language: Python - Size: 19.1 MB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 313 - Forks: 22

kevinzakka/clip_playground
An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities
Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 165 - Forks: 13

kevinzakka/mujoco_scanned_objects
MuJoCo Models for Google's Scanned Objects Dataset
Size: 996 MB - Last synced at: 18 days ago - Pushed at: almost 3 years ago - Stars: 188 - Forks: 10

kevinzakka/spatial-transformer-network
A Tensorflow implementation of Spatial Transformer Networks.
Language: Python - Size: 4.04 MB - Last synced at: 13 days ago - Pushed at: almost 7 years ago - Stars: 998 - Forks: 267

kevinzakka/mujoco Fork of google-deepmind/mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
Language: Jupyter Notebook - Size: 102 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

kevinzakka/learn-linalg
Learning some numerical linear algebra.
Language: Python - Size: 23.9 MB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 71 - Forks: 8

kevinzakka/mujoco_cube
A 3x3x3 puzzle cube model for MuJoCo.
Language: Python - Size: 2.44 MB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 2

kevinzakka/recurrent-visual-attention 📦
A PyTorch Implementation of "Recurrent Models of Visual Attention"
Language: Python - Size: 20.5 MB - Last synced at: 25 days ago - Pushed at: about 2 years ago - Stars: 473 - Forks: 123

kevinzakka/robopianist-rl
RL code for training piano-playing policies for RoboPianist.
Language: Python - Size: 13.7 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 48 - Forks: 8

kevinzakka/brax Fork of google/brax
Massively parallel rigidbody physics simulation on accelerator hardware.
Language: Jupyter Notebook - Size: 178 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

kevinzakka/form2fit 📦
[ICRA 2020] Train generalizable policies for kit assembly with self-supervised dense correspondence learning.
Language: Python - Size: 53.5 MB - Last synced at: 13 days ago - Pushed at: over 4 years ago - Stars: 83 - Forks: 24

kevinzakka/mjc_viewer
A browser-based 3D viewer for MuJoCo
Language: Python - Size: 392 KB - Last synced at: 12 days ago - Pushed at: almost 3 years ago - Stars: 57 - Forks: 4

kevinzakka/dm_env_wrappers
Standalone library of frequently-used wrappers for dm_env environments.
Language: Python - Size: 78.1 KB - Last synced at: 16 days ago - Pushed at: 10 months ago - Stars: 17 - Forks: 2

kevinzakka/mujoco_menagerie Fork of google-deepmind/mujoco_menagerie
A collection of high-quality models for the MuJoCo physics engine, curated by DeepMind.
Language: Python - Size: 329 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

kevinzakka/robopianist-demo
Language: C - Size: 5.9 MB - Last synced at: 16 days ago - Pushed at: almost 2 years ago - Stars: 21 - Forks: 1

kevinzakka/x-magical
[CoRL 2021] A robotics benchmark for cross-embodiment imitation.
Language: Python - Size: 744 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 59 - Forks: 7

kevinzakka/learn-ransac
Learning about RANSAC.
Language: Python - Size: 12.5 MB - Last synced at: 16 days ago - Pushed at: over 5 years ago - Stars: 20 - Forks: 0

kevinzakka/sphinx-toolbox Fork of sphinx-toolbox/sphinx-toolbox
Box of handy tools for Sphinx 🧰 📔
Size: 2.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

kevinzakka/torchsdf-fusion
Benchmarking PyTorch variants of TSDF fusion.
Language: Python - Size: 40 KB - Last synced at: 16 days ago - Pushed at: over 5 years ago - Stars: 50 - Forks: 2

kevinzakka/nanorl
A tiny reinforcement learning codebase for continuous control, built on top of JAX.
Language: Python - Size: 64.5 KB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 4

kevinzakka/mujoco_utils
Language: Python - Size: 19.5 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

kevinzakka/torchnca 📦
A PyTorch implementation of Neighbourhood Components Analysis.
Language: Python - Size: 2.31 MB - Last synced at: 29 days ago - Pushed at: over 4 years ago - Stars: 400 - Forks: 54

kevinzakka/dm_control Fork of google-deepmind/dm_control
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
Language: Python - Size: 91 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

kevinzakka/software
My open-source software contributions.
Size: 1.95 KB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

kevinzakka/robopianist Fork of google-research/robopianist
[CoRL '23] Dexterous piano playing with deep reinforcement learning.
Language: Python - Size: 1.63 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

kevinzakka/dlimp Fork of kvablack/dlimp
dataloading is my passion
Size: 76.2 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

kevinzakka/blog-code
My blog's code repository.
Language: Jupyter Notebook - Size: 4.08 MB - Last synced at: 16 days ago - Pushed at: over 5 years ago - Stars: 76 - Forks: 53

kevinzakka/torchkit 📦
Research boilerplate for PyTorch.
Language: Python - Size: 7.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 148 - Forks: 5

kevinzakka/tsne-viz 📦
Python Wrapper for t-SNE Visualization
Language: Python - Size: 7.62 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 119 - Forks: 22

kevinzakka/walle 📦
My robotics research toolkit.
Language: Python - Size: 3.39 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

kevinzakka/mujoco_mpc Fork of deepmind/mujoco_mpc
MuJoCo MPC
Language: C++ - Size: 4.03 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

kevinzakka/note-seq Fork of magenta/note-seq
A serializable note sequence representation and utilities.
Size: 1.8 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

kevinzakka/stable-baselines3 Fork of DLR-RM/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Size: 3.79 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

kevinzakka/pyfluidsynth Fork of nwhitehead/pyfluidsynth
Python bindings for FluidSynth
Size: 75.2 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

kevinzakka/pianoplayer Fork of marcomusy/pianoplayer
Automatic fingering generator for piano scores
Size: 9.66 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kevinzakka/jvrc_mj_description Fork of isri-aist/jvrc_mj_description
JVRC1 model files for MuJoCo
Size: 641 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kevinzakka/robogym Fork of openai/robogym
Robotics Gym Environments
Size: 12.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

kevinzakka/PyRep Fork of stepjam/PyRep
A toolkit for robot learning research.
Size: 66.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

kevinzakka/Video-Pre-Training Fork of openai/Video-Pre-Training
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
Size: 49.8 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

kevinzakka/moco Fork of facebookresearch/moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

kevinzakka/mujoco-py Fork of openai/mujoco-py
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
Size: 5.32 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kevinzakka/pretty-midi Fork of craffel/pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
Language: Jupyter Notebook - Size: 6.75 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kevinzakka/xml-schema-mjcf Fork of ronansgd/xml-schema-mjcf
A schema for MuJoCo XML files!
Size: 57.6 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

kevinzakka/implicit_q_learning Fork of ikostrikov/implicit_q_learning
Size: 35.2 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

kevinzakka/anymal_b_simple_description Fork of ANYbotics/anymal_b_simple_description
Simplified robot description of the ANYmal B quadrupedal robot.
Language: CMake - Size: 11.9 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kevinzakka/google-research Fork of google-research/google-research
Google Research
Language: Jupyter Notebook - Size: 328 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kevinzakka/franka_ros Fork of frankaemika/franka_ros
ROS integration for Franka Emika research robots
Size: 23.6 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kevinzakka/halodi-robot-models Fork of Halodi/halodi-robot-models
Repository of Halodi robot models in urdf format with support for ROS2, Unity and IHMC Simulation Construction Set.
Size: 34.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kevinzakka/learn-blur
Learning about various image blurring techniques.
Language: Python - Size: 9.93 MB - Last synced at: 18 days ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

kevinzakka/ganimator Fork of PeizhuoLi/ganimator
A motion generation model learned from a single example [SIGGRAPH 2022]
Size: 1.03 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kevinzakka/panda_mujoco Fork of JeanElsner/panda_mujoco
MuJoCo model of the Franka Emika Robot System
Size: 7.19 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kevinzakka/dm-haiku Fork of deepmind/dm-haiku
JAX-based neural network library
Size: 1.74 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

kevinzakka/DIME-IK-TeleOp Fork of NYU-robot-learning/DIME-IK-TeleOp
Size: 55.7 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

kevinzakka/monocle Fork of thesephist/monocle
Universal personal search engine, powered by a full text search algorithm written in pure Ink, indexing Linus's blogs and private note archives, contacts, tweets, and over a decade of journals.
Size: 4.48 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

kevinzakka/refdb Fork of percyliang/refdb
Stores paper references, outputs to bib/html, does basic sanity checking on bib entries
Size: 28.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

kevinzakka/learn-volumetric-fusion
Learning about volumetric fusion.
Language: Python - Size: 912 KB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

kevinzakka/tfoptflow Fork of philferriere/tfoptflow
Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
Language: Jupyter Notebook - Size: 181 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

kevinzakka/cs231n.github.io Fork of cs231n/cs231n.github.io
Public facing notes page
Size: 36.4 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

kevinzakka/cliport Fork of cliport/cliport
CLIPort: What and Where Pathways for Robotic Manipulation
Size: 16.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

kevinzakka/pytorch-made Fork of karpathy/pytorch-made
MADE (Masked Autoencoder Density Estimation) implementation in PyTorch
Size: 85 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

kevinzakka/YARR Fork of stepjam/YARR
Yet Another Robotics and Reinforcement (YARR) learning framework for PyTorch.
Size: 77.1 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

kevinzakka/RLBench Fork of stepjam/RLBench
A large-scale benchmark and learning environment.
Size: 485 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

kevinzakka/ARM Fork of stepjam/ARM
Q-attention (within the ARM system) and coarse-to-fine Q-attention (within C2F-ARM system).
Size: 1.18 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

kevinzakka/py-dict-client Fork of jams2/py-dict-client
python 3 client for Dictionary Servers
Size: 93.8 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

kevinzakka/popup-calc Fork of unixpickle/popup-calc
A Spotlight-style calculator for quick arithmetic
Language: Vala - Size: 79.1 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

kevinzakka/dm_robotics Fork of deepmind/dm_robotics
Libraries, tools and tasks created and used at DeepMind Robotics.
Size: 19.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

kevinzakka/pytorch_sac Fork of denisyarats/pytorch_sac
PyTorch implementation of Soft Actor-Critic (SAC)
Language: Jupyter Notebook - Size: 14.5 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

kevinzakka/ALBEF Fork of salesforce/ALBEF
Code for ALBEF: a new vision-language pre-training method
Size: 69.9 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

kevinzakka/dino Fork of facebookresearch/dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
Size: 23.8 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

kevinzakka/pytorch Fork of pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language: C++ - Size: 50.3 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

kevinzakka/pymde Fork of cvxgrp/pymde
Minimum-distortion embedding
Size: 25.8 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

kevinzakka/rl_with_videos Fork of kschmeckpeper/rl_with_videos
Reinforcement Learning with Videos: Combining Offline Observations with Interaction
Size: 113 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

kevinzakka/magical-1 Fork of qxcv/magical
The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)
Size: 385 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

kevinzakka/rrc_simulation Fork of rr-learning/rrc_simulation
Simulation for the Real Robot Challenge (https://real-robot-challenge.com)
Size: 5.96 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

kevinzakka/contiguous_pytorch_params Fork of PhilJd/contiguous_pytorch_params
Accelerate training by storing parameters in one contiguous chunk of memory.
Size: 214 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

kevinzakka/consistent_depth Fork of facebookresearch/consistent_depth
We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.
Size: 7.35 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

kevinzakka/mime-release Fork of ikalevatykh/mime-release
MImE - Manipulation Imitation Environments
Size: 4.74 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

kevinzakka/Atlas Fork of magicleap/Atlas
Atlas: End-to-End 3D Scene Reconstruction from Posed Images
Size: 1.35 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

kevinzakka/virtex Fork of kdexd/virtex
Code for the paper "VirTex: Learning Visual Representations from Textual Annotations"
Size: 1.12 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

kevinzakka/morefusion Fork of wkentaro/morefusion
MoreFusion: Multi-object Reasoning for 6D Pose Estimation from Volumetric Fusion
Size: 53.4 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

kevinzakka/neuraltalk Fork of karpathy/neuraltalk
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
Size: 4.97 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

kevinzakka/Mini-Conf Fork of Mini-Conf/Mini-Conf
Size: 1.86 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

kevinzakka/Deep-Flow-Guided-Video-Inpainting Fork of lukas-blecher/Deep-Flow-Guided-Video-Inpainting
pytorch implementation for "Deep Flow-Guided Video Inpainting"(CVPR'19)
Size: 46 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

kevinzakka/colmap Fork of colmap/colmap
COLMAP - Structure-from-Motion and Multi-View Stereo
Size: 10.5 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

kevinzakka/gym-maze Fork of MattChanTK/gym-maze
A basic 2D maze environment where an agent start from the top left corner and try to find its way to the bottom left corner.
Language: Python - Size: 62.5 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

kevinzakka/thischairdoesnotexist Fork of marian42/thischairdoesnotexist
AI generated chairs in the browser
Size: 1.9 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

kevinzakka/struct2depth_pub Fork of happyxuwork/struct2depth_pub
Public version of struct2depth
Size: 2.07 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

kevinzakka/SparkFun_MPU-9250_Breakout_Arduino_Library Fork of sparkfun/SparkFun_MPU-9250_Breakout_Arduino_Library
Arduino sketch for MPU-9250 9DoF with AHRS sensor fusion
Size: 255 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
