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amortized-optimization-tutorial

Tutorial on amortized optimization for learning to optimize over continuous domains

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

cactus-maml

Code for Unsupervised Learning via Meta-Learning.

carbon-lang

Carbon Language's main repository: documents, design, implementation, and related tools. (NOTE: Carbon Language is experimental; see README)

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

carnd-object-detection-lab

carnd-semantic-segmentation

carnd-term1-starter-kit

cnn-ucb

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cs229-final-project

cs330-project-2023

dall-e

PyTorch package for the discrete VAE used for DALL·E.

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

deeplidar

Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Color Image

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

discourse-custom-wizard

A Discourse Plugin that allows you to create custom user wizards.

discourse-ratings

A Discourse plugin that lets you use topics to rate things

fusenet_pytorch

Joint scene classification and semantic segmentation with FuseNet

large-scale-semantic-segmentation-with-maml

Memory Efficient Large Scale Semantic Segmentation with Model Agnostic Meta Learning with Tensorflow. It uses SegNet Architecture for classification.

mae-cifar10

PyTorch implementation of Masked Autoencoder

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

medical-imaging-datasets

A list of Medical imaging datasets.

metaseq

Repo for external large-scale work

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

multi-task-learning-pytorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

neuralucb