Repository Index

Datasets, Transforms and Models specific to Computer Vision

• computer-vision
• machine-learning

TranslatedDeep Learning Tutorial, excellent articles

• deeplearning
• cnn
• rnn
• gan

TranslatedThis project covers the knowledge points and code implementations frequently asked about in Machine Learning, Deep Learning, and NLP interviews, and it is also the basic theoretical knowledge that an algorithm engineer must master.

• nlp
• machine-learning
• deep-learning

Instant neural graphics primitives: lightning fast NeRF and more

• neural-network
• machine-learning
• cuda
• nerf

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

• machine-learning
• deep-learning
• natural-language-processing
• artificial-intelligence

📺 Discover the latest machine learning / AI courses on YouTube.

• machine-learning
• deep-learning
• nlp
• natural-language-processing

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

• ai
• context
• embedded
• faiss

Workflow Engine for Kubernetes

• workflow
• kubernetes
• argo
• dag

Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases

• machine-learning
• deep-learning
• leedl-tutorial
• cnn

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

• machine-learning
• machine-intelligence
• artificial-intelligence
• reinforcement-learning

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• pytorch
• python
• machine-learning
• deep-learning

pix2tex: Using a ViT to convert images of equations into LaTeX code.

• machine-learning
• transformer
• im2latex
• deep-learning

A neural network that transforms a design mock-up into a static website.

• keras
• deep-learning
• seq2seq
• encoder-decoder

Topic Modelling for Humans

• gensim
• topic-modeling
• information-retrieval
• machine-learning

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

• mnn
• convolution
• vulkan
• embedded-devices

Machine learning, in numpy

• machine-learning
• neural-networks
• topic-modeling
• gaussian-mixture-models

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

• autodiff
• deep-learning
• machine-learning
• rust

A curated list for awesome kubernetes sources :ship::tada:

• kubernetes
• minikube
• meetup
• resource

🦉 Data Versioning and ML Experiments

• data-science
• machine-learning
• reproducibility
• data-version-control

The Cloud Native AI Platform

• ml
• kubernetes
• minikube
• tensorflow

Oxford Deep NLP 2017 course

• deep-learning
• machine-learning
• natural-language-processing
• nlp

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

• deep-learning
• document-parsing
• machine-learning
• nlp

Tensor library for machine learning

• machine-learning

Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort

• machine-learning
• mlops
• model-deployment
• model-monitoring