Python library for interactive topic model visualization. Port of the R LDAvis package.
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[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (RPG)
- large-language-models
- multimodal-large-language-models
- image-editting
- text-to-image
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
For extensive instructor led learning
- machine-learning
- scikit-learn
- linear-regression
- nearest-neighbors
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
- semantic-segmentation
- computer-vision
- deep-learning
Collection of notebook guides created by the Brev.dev team!
WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
Discovering Interpretable GAN Controls [NeurIPS 2020]
- generative-adversarial-network
- gan
- deep-learning
- interactive-visualizations
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.
- deep-learning
- machine-learning
- stock-price-prediction
- features-extraction
A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.
This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimization, and the development of intelligent Edge AI agents.
deeplearning.ai , By Andrew Ng, All slide and notebook + data + solutions and video link
Vision utilities for web interaction agents 👀
- ocr
- playwright
- selenium
- webscraping
A Modular Framework for 3D Gaussian Splatting and Beyond
- 3d-reconstruction
- 3dgs
- gaussian-splatting
- multi-view-reconstruction
Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!
- descriptors
- image-matching
- image-registration
- keypoints
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
Machine Learning in Asset Management (by @firmai)
- machine-learning
- trading-strategies
- assets-management
- algorithmic-trading
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
- ade20k
- cityscapes
- coco
- image-segmentation
Notebooks covering mathematical analysis of ZKP building blocks, algorithm implementations of various proof systems, and protocol optimization techniques.
Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
- convolutional-networks
- deep-learning
- yolo2
- realtime