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-papers-awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

ai-researcher

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

autograd-hacks

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-decision-science

An evergrowing, professionally curated list of resources on everything decision-making: videos, tutorials, books, papers, theses, articles, datasets, and open-source libraries.

awesome-notebooks

Ready to use data science templates, organized by tools to jumpstart your projects and data products in minutes. 😎 published by the Naas community.

awesome-production-machine-learning

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

best-200-articles-transformer-attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

blue-team-notes-written-scripts-

You didn't think I'd go and leave the blue team out, right?

chatbot-opensource-palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

cheatsheet_datascience_kaggle_master

My small cheatsheets for data science, ML, computer science and more.

data-science

Collection of useful data science topics along with code and articles

data-science--cheat-sheet

Cheat Sheets

data-science-best-resources

Carefully curated resource links for data science in one place

data-science-cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

data-scientist-roadmap

Toturials coming with the "data science roadmap" picture.

datascienceresources

Open Source Data Science Resources.

deeplearningexamples-nvidia-

Deep Learning Examples

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

devops-exercises

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

devops-roadmap

DevOps Roadmap for 2024. with learning resources

diffusion-models-seminar

diffusion-probabilistic-models

Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics

ds-cheatsheets

List of Data Science Cheatsheets to rule the world