Tanishq Abraham's Projects
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Deep Learning-based Frozen Section to FFPE Translation
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.
A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models
A curated list of awesome fastai projects/blog posts/tutorials/etc.
:scroll: A curated list of awesome semi-supervised learning methods & papers.
Check out the full tutorial:
Tanishq's blog
Blog
course.fast.ai 2022 part 2 - under construction
Reproduction of DDPO paper (RLHF for diffusion)
Diffusion Reading Group at EleutherAI
Re-implementation of the StylEx, training a GAN to explain a classifier in StyleSpace, paper by Lang et al. (2021).
The fastai deep learning library, plus lessons and tutorials
Temporary home for fastai v2 while it's being developed
TPU support for the fastai library
Python supercharged for the fastai library
A queue service for quickly developing scripts that use all your GPUs efficiently
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
A very basic fsdp wrapper for HF.
A smaller subset of 10 easily classified classes from Imagenet, and a little more French
Karras et al. (2022) diffusion models for PyTorch
A framework for few-shot evaluation of autoregressive language models.
One stop shop for all things carp
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