Beren's repositories
FEP_Active_Inference_Papers
A repository for major/influential FEP and active inference papers.
Predictive_Coding_Papers
A repository collating interesting and/or influential predictive coding papers
Theory_Associative_Memory
repo for code for paper on general theory associative memory models
NeuralKalmanFiltering
Code for the simulations in the neural Kalman filtering paper
svd_directions
Repository for the SVD directions less wrong post
Active_Inference_Successor_Representations
repository for Successor Representations IWAI paper
theoretical_framework_predictive_coding
Ultimate repo for PC theory code for neurips submission
infinitesimal_inference_limit
Repository for code for paper: "Backpropagation at the infinitesimal inference limit of energy based models: unifying predictive coding, equilibrium propagation, and contrastive hebbian learning"
LM_facts_across_training
Animations and plots for LW post
BerenMillidge.github.io
Personal Website
PC_causality
Code for toy PC causality simulations
Reward_Bases
Code for experiments and figures in "Reward Bases: Instanteous Reward Revaluation with Temporal Difference Learning"
blog_deployment
deployment files for my personal blog
charging-a-saved-card
Learn how to charge a saved card and handle failures
darknet
Convolutional Neural Networks
dissect-git-re-basin
Replicating and dissecting the git-re-basin project in one-click-replication Colabs
fingerprinting_LLMs
Experiments with fingerprinting LLMs based on unconditioned distribution
gpt4_timing_experiments
Quick experiments for testing effects of prompt length and generation size on GPT4 latency
LW_GPT4_responderbot
Bot to automatically respond to each post on LW with a GPT4 comment
memorizing-transformers-pytorch
Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch
origins_information_seeking_exploration
Code for the numerical example in the paper: "Understanding the origin of information-seeking exploration in probabilistic objectives for control"
PhD_Thesis
Repo storing my phd thesis tex files.
photometry_model_fitting
Photometry model fitting containing mouse model fit codes
PINTO_model_zoo
A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
Reward_Bases_Data_Analyses
Ultimate cleaned up repository for the analysis scripts for figures 1 and 2
Sparse_Routing
toy model experiment for IWAI