Pinned Repositories
-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-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
emotion_recognition
alalio's Repositories
alalio/awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
alalio/emotion_recognition
alalio/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.
alalio/ai-researcher
alalio/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.
alalio/Best-200-Articles-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
alalio/cheatsheet_Datascience_Kaggle_master
My small cheatsheets for data science, ML, computer science and more.
alalio/Deep-Live-Cam
real time face swap and one-click video deepfake with only a single image
alalio/developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
alalio/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
alalio/DevOps-Roadmap
DevOps Roadmap for 2024. with learning resources
alalio/engineering-blogs
A curated list of engineering blogs
alalio/Getting-Started-with-Generative-AI
A curated list of articles and tutorials to start with and understand generative AI
alalio/gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
alalio/hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
alalio/interviews
Everything you need to know to get the job.
alalio/jeometric
Graph neural networks in JAX.
alalio/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
alalio/ML-Papers-Explained
Explanation to key concepts in ML
alalio/ML-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
alalio/papers-we-love
Papers from the computer science community to read and discuss.
alalio/path-to-senior-engineer-handbook
All the resources you need to get to Senior Engineer and beyond
alalio/ProPainter
[ICCV 2023] ProPainter: Improving Propagation and Transformer for Video Inpainting
alalio/resources-to-become-a-great-engineering-leader
List of books, blogs, newsletters and people!
alalio/scipy2023-deeplearning
alalio/SharedSolutions
Publicly shared solutions to Coding Challenges
alalio/system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
alalio/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
alalio/tech-interview-handbook
💯 Curated coding interview preparation materials for busy software engineers
alalio/the-book-of-secret-knowledge
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.