LukasDrews97

Lukas Drews's starred repositories

System-Design-Cheatsheet

System Design Studying can be daunting. This gives you a table to study different problems, understand what components they require, their pros and cons, and how to deal with mitigations.

GPL-3.08700

Data-Science-Interview-Questions-Answers

Curated list of data science interview questions and answers

286300

MLQuestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

269900

financial-machine-learning

A curated list of practical financial machine learning tools and applications.

Language:Python636000

awesome-ml-internships

List of companies offering Machine learning and Data Science internships

44300

awesome-ai-research-intern-list

List of AI Internships

MIT8800

New-Grad-Internships

👋 Howdy New Grads and Interns 🎉! We've put together a collection of jobs for SWE, Quant and Data Science Roles! 🚀

Language:Python8500

Fall2024-Internships

Collection of Fall 2023 tech internships!

133400

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Language:HTML863500

ml-system-design-pattern

System design patterns for machine learning

MIT219500

crepes

Conformal classifiers, regressors and predictive systems

Language:PythonBSD-3-Clause35800

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Language:Jupyter NotebookApache-2.03353400

puncc

👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.

Language:Python24700

private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

Language:PythonApache-2.05281000

lightning-uq-box

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

Language:PythonApache-2.09900

TorchCP

A Python toolbox for conformal prediction research on deep learning models, using PyTorch.

Language:PythonLGPL-3.018000

hiclass

A python library for hierarchical classification compatible with scikit-learn

Language:PythonBSD-3-Clause10600

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

Language:Jupyter NotebookMIT289100

GPU-Puzzles

Solve puzzles. Learn CUDA.

Language:Jupyter NotebookMIT528800

Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).

Language:PythonApache-2.033200