Ben Hammel's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
awesome-behavioral-interviews
Tips and resources to prepare for Behavioral interviews.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
MultiModalMamba
A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.
highest-paying-software-companies
The top 500 highest paying companies based on median software engineer total comp on levels.fyi as of 12/1/23.
python-mastery
Advanced Python Mastery (course by @dabeaz)
pytest-icdiff
better error messages for assert equals in pytest
lightning-sam
Fine-tune Segment-Anything Model with Lightning Fabric.
zsh-vi-mode
💻 A better and friendly vi(vim) mode plugin for ZSH.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
ML-Papers-Explained
Explanation to key concepts in ML
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
leetcode-patterns
A pattern-based approach for learning technical interview questions
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
dalle-mini
DALL·E Mini - Generate images from a text prompt
hello-github-actions
Create a GitHub Action and use it in a workflow.
salary-negotiating
Curated list of valuable salary negotiation advice.
techniques
Techniques for deep learning with satellite & aerial imagery
reverse-interview
Questions to ask the company during your interview
CycleGAN-PyTorch
A very simple implementation of cyclegan, which is based on pytorch.
pytorch-coviar
Compressed Video Action Recognition