xanderdavies

neuronshapley

acrobot

[in-dev] Basic replication of Deep Q Learning on the Acrobot environment, as desribed in Mnih et al.'s "Human-level control through deep reinforcement learning."

bkshlf

[In-Dev] Spine Identification

circuit-breaking

Code for "Circuit Breaking: Removing Model Behaviors with Targeted Ablation"

elastic_weight_consolidation

Basic replication of Elastic Weight Consolidation (EWC), as defined in Kirkpatrick et al.'s "Overcoming catastrophic forgetting in neural networks."

grok

Basic replication of grokking as observed in Power et al.'s "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets."

nativist_rhetoric

Nativist Rhetoric: A Machine Learning Analysis of Modern Political Discourse

rethinking_generalization

Basic replication of Zhang et al.'s "Understanding Deep Learning Requires Rethinking Generalization."

unifying-grok-dd

Code for "Unifying Grokking and Double Descent" from the NeurIPS 2022 ML Safety Workshop.

victims-of-auschwitz

Victims of Auschwitz, a visual mapping of Auschwitz murders over time.

xanderdavies/unifying-grok-dd

Code for "Unifying Grokking and Double Descent" from the NeurIPS 2022 ML Safety Workshop.

xanderdavies/circuit-breaking

Code for "Circuit Breaking: Removing Model Behaviors with Targeted Ablation"

xanderdavies/grok

Basic replication of grokking as observed in Power et al.'s "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets."

xanderdavies/bkshlf

[In-Dev] Spine Identification

xanderdavies/nativist_rhetoric

Nativist Rhetoric: A Machine Learning Analysis of Modern Political Discourse

xanderdavies/victims-of-auschwitz

Victims of Auschwitz, a visual mapping of Auschwitz murders over time.

xanderdavies/acrobot

[in-dev] Basic replication of Deep Q Learning on the Acrobot environment, as desribed in Mnih et al.'s "Human-level control through deep reinforcement learning."

xanderdavies/elastic_weight_consolidation

Basic replication of Elastic Weight Consolidation (EWC), as defined in Kirkpatrick et al.'s "Overcoming catastrophic forgetting in neural networks."

xanderdavies/rethinking_generalization

Basic replication of Zhang et al.'s "Understanding Deep Learning Requires Rethinking Generalization."

xanderdavies/catexamples

xanderdavies/cbai-web

xanderdavies/Climate-Hack-2022

Tutorial page of the Climate Hack, the greatest hackathon ever

xanderdavies/drink_detection

xanderdavies/early_stopping_double_descent

Code for reproducing figures and results in the paper ``Early stopping in deep networks: Double descent and how to eliminate it''

xanderdavies/FOTS.PyTorch

FOTS Pytorch Implementation

xanderdavies/FOTS_TF

This an implementation of FOTS with tensorflow

xanderdavies/grokking

PyTorch implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"

xanderdavies/grokking-and-dd

xanderdavies/Harvard_BAI

Repo for Harvard's Biological and Artificial Intelligence course (Neuro 140/240).

xanderdavies/implicit_bias_mse_regression

xanderdavies/keras-YOLOv3-model-set

end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies

xanderdavies/mlp-narrow-to-wide

xanderdavies/retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization

xanderdavies/SS-CNN

Scale-Steerable CNN Implementation for PyTorch

xanderdavies/starter_architecture_flutter_firebase

Starter Architecture Demo for Flutter & Firebase Realtime Apps

xanderdavies/toy_model_grokking

xanderdavies/vision

Datasets, Transforms and Models specific to Computer Vision

xanderdavies/x_experiments

xanderdavies/xanderdavies.github.io

Personal website of Xander Davies.

xanderdavies/yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite