o-Senpai-o

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

agents

An Open-source Framework for Autonomous Language Agents

AI-ML-cheatsheets

Cheatsheets for AI and Machine Learning

Airflow-tuts

learning assignments for airflow

applied-ml-system-design

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Grammarly

Simple Deep learning End-to-End Mlops project covering most of mlops topics like : configuration management , model monitoring, Containerization, CI/CD, Deployment, ONNX etc

Graph_neural_networks

Zero-to-hero for Graph Neural Networks

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

AWS-sagemaker

Everything regarding sagemaker

Captcha-predictions

Automate the reading of captcha images . Given the image of a captcha , predict the characters in the captcha.

DataScience_Interview_Questions

My Solutions to 120 commonly asked data science interview questions.

knowledge-distillation

how its done

Machine-Learning-tricks

Some tricks that are worth giving a try.

MLOPs_workflow

Natural-Language-Processing

Repo for everything natural language processing

nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

o-Senpai-o

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

RAG-for-Ray-Docs

Ranking_Papers

Papers on recommendation system / search ranking.

recommenders

Best Practices on Recommendation Systems

Resume-Referral

templates for resume and referrals

roboflow_CV_notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Semantic-Search

semantic Search application using vector databases and Sbert

Smart-watch

Predict the activity of a human based on sensory data from its smart watch

statsintro_python

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

TPU_training

template to train models on TPUs

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

Web-Scraping-Selenium-

Scrapped a website containing Leetcode questions with premium subscription only tags (contact in case you need the data)