Arslan's repositories
machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dolly
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
lightning
Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.
lightning-tutorials
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.
langchain
⚡ Building applications with LLMs through composability ⚡
neetcode
Leetcode solutions from Neetcode
nlp-in-python-tutorial
comparing stand up comedians using natural language processing
python-is-cool
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
pytorccch_examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks