Ayush Agarwal's repositories
awesome-confidence-calibration
awesome confidence calibration paper list
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Awesome-PadhAI
Compilation of educational material related to course PadhAI
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
awesome-solidity
:small_blue_diamond: A curated list of awesome Solidity resources, libraries, tools and more
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
d2l-pytorch
This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.
DeepMoon
Convolutional neural network code for extracting Lunar craters from Digital Elevation Maps (DEMs).
DS-Agent
Official implementation of "DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning" in ICML'24
Eye-In-The-Sky-Image_Segmentation_Challenge
This is the winning code of sattelite image segmentation challenge Eye-In-The-Sky
fastai
The fastai deep learning library, plus lessons and and tutorials
gans-awesome-applications
Curated list of awesome GAN applications and demo
infini-attention
An unofficial pytorch implementation of 'Efficient Infinite Context Transformers with Infini-attention'
infini-transformer
PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" (https://arxiv.org/abs/2404.07143)
langchain-tutorials
Tutorials for LangChain
langchain-tutorials2
A set of LangChain Tutorials from my youtube channel
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
neural-network-zero-to-hero-exercises
Neural Networks: Zero to Hero Exercises
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
nn-zero-to-hero
Files and notebooks from Andraj Karpathy's Neural Networks: Zero to Hero
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
sort-google-scholar
Sorting Google Scholar search results based on the number of citations
the-math-of-intelligence
List of resources & possible pathway for the Math of Machine Learning and AI.