Himanshu Arora's starred repositories
ant-design
An enterprise-class UI design language and React UI library
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
hiring-without-whiteboards
⭐️ Companies that don't have a broken hiring process
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
awesome-mlops
A curated list of references for MLOps
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
seldon-core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
simpletransformers
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
question_generation
Neural question generation using transformers
course-content-dl
NMA deep learning course
ProphetNet
A research project for natural language generation, containing the official implementations by MSRA NLC team.
ai-research-keyphrase-extraction
EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)
Info-HCVAE
[ACL 2020] Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
mi-unsup-summ
Repository for the code associated with the paper: Unsupervised Extractive Summarization using Mutual Information
unsupervised_keyword_extraction
Unsupervised approach to keyword extraction
triton-ft-api
tutorial on how to deploy a scalable autoregressive causal language model transformer using nvidia triton server