dtch1997
Mechanistic interpretability researcher. Interested in interpreting multimodal foundation models
Pinned Repositories
ai-short-stories
A collection of short stories about AI
ASE
corl2023_rl_cbf
Code accompanying the submission: "Your Value Function is a Control Barrier Function: Verication of Learned Policies using Control Theory"
CrowdHuman-dataset-prep
A repository to download and prepare CrowdHuman dataset for training in PyTorch
IsaacGymEnvs
AMP implementation for quadruped legged robot in IsaacGymEnvs
quadruped-gym
An OpenAI gym environment for the training of legged robots
reasoning-bench
A collection of reasoning benchmarks for LLMs
rl_cbf
Code accompanying "Value Functions are Control Barrier Functions: Verification of Safe Policies using Control Theory"
steering-bench
Official codebase for "Analyzing the Generalization and Reliability of Steering Vectors"
tms-kit
Toy models of superposition
dtch1997's Repositories
dtch1997/CrowdHuman-dataset-prep
A repository to download and prepare CrowdHuman dataset for training in PyTorch
dtch1997/neural-car
Train a neural network to emulate a MPC controller for Dubin's car
dtch1997/single-edit-correcting-code
An order-optimal code that corrects a single edit in a quaternary alphabet
dtch1997/tf-detect
dtch1997/virufy-tm-cough-app
A simple app written in JQuery that uses a Teachable Machine-trained model to predict presence/absence of COVID from cough recordings
dtch1997/open_lth
A repository in preparation for open-sourcing lottery ticket hypothesis code.
dtch1997/attention-learn-to-route
Attention based model for learning to solve different routing problems
dtch1997/AA203-Notes
Course notes for AA203
dtch1997/arm64-demo-camera-nn
dtch1997/autocli
Generate ArgParse command-line arguments automatically
dtch1997/awbw_move_calculator
A move calculator for AWBW, implemented in Python
dtch1997/cookiecutter-hypermodern-python
Hypermodern Python Cookiecutter
dtch1997/cookiecutter-pytorch
A Cookiecutter template for PyTorch Deep Learning projects.
dtch1997/deepsvg
Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.
dtch1997/docs
The open-source repo for docs.github.com
dtch1997/ebm_compositionality_fork
Code for the Paper Compositional Visual Generation and Inference with Energy Based Models
dtch1997/Lung-Segmentation
A repository for performing image segmentation to identify lung nodules.
dtch1997/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
dtch1997/mbed_opencv
Use OpenCV in MbedOS without needing to cross-compile.
dtch1997/mhe-tf2
MHE regularization for Tensorflow 2
dtch1997/open-neural-car
Open-source code to train a neural network to emulate a MPC controller for a Reed-Shepp car
dtch1997/Pedestron
[Pedestron] Pedestrian Detection: The Elephant In The Room. On ArXiv 2020
dtch1997/RandWireNN
Implementing Randomly Wired Neural Networks for Image Recognition, Using CIFAR-10 dataset, CIFAR-100 dataset
dtch1997/SCOD
Code accompanying "Sketching Curvature for Efficient Out-of-Distribution Detection for Deep Neural Networks"
dtch1997/stable-baselines3-contrib
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dtch1997/stm_cam_tflite_hello_world
dtch1997/tf-hello-world
dtch1997/Torch
A quickstart repo for training ML models,
dtch1997/unitree_pybullet
dtch1997/vimrc
The ultimate Vim configuration (vimrc)