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日々のライブラリの練習
Training and serving large-scale neural networks
ARCH models in Python
Automated Time Series Forecasting
A Standard and Fair Time Series Forecasting Benchmark and Toolkit.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
A python library for user-friendly forecasting and anomaly detection on time series.
List of papers, code and experiments using deep learning for time series forecasting
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
時系列分析ライブラリETNAの練習
ETNA – Time-Series Library
最先端時系列データ分析モデルETSformerを使ってみる
An open source python library for automated feature engineering
ロトの予測
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Gorilla: An API store for LLMs
GPT Index is a project consisting of a set of data structures designed to make it easier to use large external knowledge bases with LLMs.
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
⚡ Building applications with LLMs through composability ⚡
Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022
This is the official implementation for AAAI-23 paper "Are Transformers Effective for Time Series Forecasting?"
Mean-Shifted Contrastive Loss for Anomaly Detection (AAAI 2023)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.