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a-collection-of-important-tasks-in-pytorch

Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!

aisafetyideas

💡 The web app CI/CD for aisafetyideas.com

aiverify

AI Verify

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

autogen

Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ

awesome-ai-alignment

A curated list of awesome resources for getting-started-with and staying-in-touch-with Artificial Intelligence Alignment research.

awesome-ai-summerschool

A list of summer schools on Artificial Intelligence, Machine Learning, and Healthcare

awesome-mlss

List of summer schools in machine learning + related fields across the globe

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

captum

Model interpretability and understanding for PyTorch

cartpole_ppo

CartPole-v0 via PPO with GAE, PyTorch

causality_in_biomedicine_lectures

Lecture slides for Causality in Biomedicine course (Winter 2020)

cluster-scripts

A collection of useful scripts, templates, and examples for clusters using SLURM https://slurm.schedmd.com/

conformal-prediction

Lightweight, useful implementation of conformal prediction on real data.

d2l-en

Dive into Deep Learning: an interactive deep learning book on Jupyter notebooks, using the NumPy interface.

deep_learning_curriculum

Language model alignment-focused deep learning curriculum

deeplift

Public facing deeplift repo

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

eaedinburgh.github.io

Repository for EA Edinburgh website

functionalanalysis

FunctionalAnalysis course

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpu-puzzles

Solve puzzles. Learn CUDA.

grad-cam

[ICCV 2017] Torch code for Grad-CAM

iamltutorialquest

s2 iaml tutorial discussion points

interpreting-context-look-ups

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

llama-recipes

Examples and recipes for Llama 2 model

machinelearning

mlpractical

Machine Learning Practical course repository

mlworkshopseries