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arena_2.0

Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.

auto-archive

Automatic bulk archiving of Discourse topics on a repeating timely basis.

autoformalisation_benchmarks

Proof and theorem autoformalisation datasets

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

ayush1801.github.io

ban-vqa

Bilinear attention networks for visual question answering

bongard-logo

Bongard-LOGO is a Python code repository with the purpose of generating synthetic Bongard problems on a large scale with little human intervention.

career-path-prediction

Career path prediction

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

code2seq

Code for the model presented in the paper: "code2seq: Generating Sequences from Structured Representations of Code"

conceptbottleneck

Concept Bottleneck Models

data-structures-and-algorithms

DSA course assignments

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

deepgalerkinmethod

Companion code for "Solving Nonlinear and High-Dimensional Partial Differential Equations via Deep Learning" by A. Al-Aradi, A. Correia, D. Naiff, G. Jardim and Y. Saporito (https://arxiv.org/abs/1811.08782)

deeplabcut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals

deeplearningang

Deep Learning Assignments

discourse

A platform for community discussion. Free, open, simple.

ditection-and-track

doer_os

Distributable Operating System based on Debian

estimatingeconomicgrowth

A Deep Learning model which predicts the economic growth of a country

ganhacks

starter from "How to Train a GAN?" at NIPS2016

genrl

PyTorch implementations of reinforcement learning algorithms

invoicenet

Deep neural network to extract intelligent information from invoice documents.

mathlib

Lean mathematical components library

mcan-vqa

Deep Modular Co-Attention Networks for Visual Question Answering

mi

Repo to track miscellaneous mi stuff

mi-gan

Code repo for paper on Generative Adversarial Networks for Medical Imaging

multi-camera-pig-tracking

Official Implementation of "Tracking Grow-Finish Pigs Across Large Pens Using Multiple Cameras"

naturalprover

NaturalProver: Grounded Mathematical Proof Generation with Language Models

pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.