Stars
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
New Polars implementation of the classic featurewiz MRMR algorithm. Created by Ram Seshadri. Collaborators welcome.
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
A collection of full time roles in SWE, Quant, and PM for new grads.
2025 & 2026 New grad full-time roles in SWE, Quant, and PM.
Diffusion parameter EStImation with Gibbs and NoisE Removal pipeline Version 2
TSAN: Two-Stage-Age-Net, for brain age estimation from T1-weighted MRI data.
Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.
š Clean Code concepts adapted for Python
DIPY is the paragon 3D/4D+ medical imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning,Ā statistical analysis and visualization of mediā¦
Workflows and interfaces for neuroimaging packages
Python package to access a cacophony of neuro-imaging file formats
Python library for audio and music analysis
A library for mechanistic interpretability of GPT-style language models
Curated coding interview preparation materials for busy software engineers
Bayesian Modeling and Probabilistic Programming in Python
MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
Restricted Boltzmann Machines in Python.
TruthfulQA: Measuring How Models Imitate Human Falsehoods
TensorFlow code and pre-trained models for BERT
Some Useful books for Computer Science
Efficiently computes derivatives of NumPy code.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
2027 AI/ML internship & new graduate job list updated daily
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.