Ganesh Ranganath's starred repositories
KnowledgeGraphGPT
Transform plain text into a visually stunning Knowledge Graph with GPT-4 (latest preview)! It converts text into RDF tuples, and highlights the most frequent connections with a vibrant color-coding system. Download the results as a convenient JSON file for easy integration into your own projects.
Transformers-for-NLP-2nd-Edition
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more
aws-dev-associate
Repo for https://learn.cantrill.io/p/aws-certified-developer-associate
data-engineering-zoomcamp
Free Data Engineering course!
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
multiple_view_geometry
Exercises for "Computer Vision II: Multiple View Geometry", (IN2228) of the Technical University of Munich, SS2020.
CV2-Multiple-View-Geometry
Computer Vision course at Technical University of Munich
multiple-view-geometry
MATLAB exercises for Multiple View Geometry (IN2228) at TUM
awesome-virtual-try-on
A curated list of awesome research papers, projects, code, dataset, workshops etc. related to virtual try-on.
gans-in-action
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
lemniscate.pytorch
Unsupervised Feature Learning via Non-parametric Instance Discrimination
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
Awesome-Meta-Learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
attribute-label-embedding
An Implementation of Attribute Label Embedding (ALE) Method for Zero Shot Learning
Popular-ZSL-Algorithms
Python Implementation of Zero Shot Learning Algorithms (ALE, DeViSE, ESZSL, SAE, SJE) under ZSLGBU protocol
DS-Career-Resources
Compilation of resources for aspiring data scientists
Data-Science-Interview-Resources
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep