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My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
FMA: A Dataset For Music Analysis
Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet
DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
Files for Udemy Course on Algorithms and Data Structures
Python interactive dashboards for learning data science
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
Algorithms for outlier, adversarial and drift detection
动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
An interactive data visualization tool which brings matplotlib graphics to the browser using D3.
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
Synthetic data generators for tabular and time-series data
Koç University deep learning framework.
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
CatBoost tutorials repository
TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data
Utility functions for handling MIDI data in a nice/intuitive way.
Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.
TensorFlow Implementation of "Show, Attend and Tell"
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
Precision Medicine Knowledge Graph (PrimeKG)