Stars
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Curated Data Science resources (Free & Paid) to help aspiring and experienced data scientists learn, grow, and advance their careers.
A roadmap to guide you through mastering SQL for Data Science in just 6 weeks for free
llama3 implementation one matrix multiplication at a time
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
Machine Learning and Computer Vision Engineer - Technical Interview Questions
🐦 Quickly annotate data from the comfort of your Jupyter notebook
🎓 Sharing machine learning course / lecture notes.
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
all kinds of text classification models and more with deep learning
Neural question generation using transformers
Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more langua…
This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (KDD'21).
semantically distinct key phrase extraction using hilbert hashes.
Jupyter notebooks for the Natural Language Processing with Transformers book
This is a repository containing the list of company wise questions available on leetcode premium
A curated list of Rust code and resources.
tracking medical datasets, with a focus on medical imaging
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
A curated list of awesome resources related to capsule networks
An easy-to-follow Pytorch implementation of Hinton's Capsule Network
This is a basic Siamese network for checking similarity of texts. The example used is of Kaggle Question Pair Similarity Datset.
We are building an open database of COVID-19 cases with chest X-ray or CT images.
Implementation of character based convolutional neural network