Starred repositories
Code for evaluating and measuring the capacity of models for image classification to generalize to unseen classes (in terms of separability) within the same domain.
Accompanying code for "Utilizing Cross-Version Consistency for Domain Adaptation: A Case Study on Music Audio" in Tiny Papers @ ICLR, 2024
[ICLR 2024] Dynamic Sparse Training with Structured Sparsity
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG
Computer Vision course at Technical University of Munich
Cockpit: A Practical Debugging Tool for Training Deep Neural Networks
This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
Cramming the training of a (BERT-type) language model into limited compute.
Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
A latent text-to-image diffusion model
Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks
5 courses of Specialization in Deep Learning taught by Prof.Andrew Ng on Coursera
A mediumish gohugo theme, ported from jekyll
[ECCV 2020] ScanRefer: 3D Object Localization in RGB-D Scans using Natural Language
⚡ Dynamically generated stats for your github readmes
Deep Learning Nanodegree Project 4 | Generate Faces
flutter-video-chat is a simple front-end combining text-messaging (using Google Firebase) and video chat (using Agora.io for Flutter).
[Examples] Simple basic isolated apps, for budding flutter devs.