Repositories
RoganInglis/SAELens
Training Sparse Autoencoders on Language Models
RoganInglis/TinyRecursiveModels
RoganInglis/AudioLM
RoganInglis/sparse-feature-circuit-development
RoganInglis/sequence-model-experiments
RoganInglis/grokking-experiments
Experiments related to the "Progress Measures for Grokking via Mechanistic Interpretability" paper
RoganInglis/VQ-VAE
Basic implementation of VQ-VAE for personal experimentation
RoganInglis/reinforcement_learning_pytorch
RoganInglis/transformers
RoganInglis/lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
RoganInglis/MatrixCapsulesWithEMRouting
Implementation of 'Matrix Capsules with EM Routing' in TensorFlow
RoganInglis/Audio
Code related to audo processing
RoganInglis/scalable_agent
A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
RoganInglis/ModelTemplate
Template for a TensorFlow model project.
RoganInglis/DynamicRoutingBetweenCapsules
Implementation of 'Dynamic Routing Between Capsules' in TensorFlow
RoganInglis/SmartSampleLibrary
Code to classify audio samples such that they can be easily sorted and searched semantically to make production more fun.
RoganInglis/RLAgents
Implementations of reinforcement learning algorithms using Tensorflow and gym
RoganInglis/HueChords
Code to change the colour of Phillips Hue lights based on the current chord of music being played using machine learning