andjedani

andjedani's Stars

• angus924/rocket

  ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

  Language:Python43258

• dreamquark-ai/tabnet

  PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

  Language:Python2.7k496

• PriorLabs/TabPFN

  ⚡ TabPFN: Foundation Model for Tabular Data ⚡

  Language:Python3.1k260

• i-am-bee/beeai-framework

  Build production-ready AI agents in both Python and Typescript

  Language:TypeScript2.1k254

• pymc-labs/pymc-marketing

  Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

  Language:Python804252

• CamDavidsonPilon/lifetimes

  Lifetime value in Python

  Language:Python1.5k377

• ptmcg/littletable

  An in-memory database of Python objects, searchable using quasi-SQL API

  Language:Python1656

• geekan/MetaGPT

  🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

  Language:Python53.6k6.4k

• Wilson-ZheLin/Streamline-Analyst

  An AI agent powered by LLMs that streamlines the entire process of data analysis. 🚀

  Language:Python39061

• microsoft/lida

  Automatic Generation of Visualizations and Infographics using Large Language Models

  Language:Jupyter Notebook3k330

• DSIP-FBK/DSIPTS

  Unified library for timeseries modelling

  Language:Jupyter Notebook958

• ydataai/ydata-profiling

  1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

  Language:Python12.8k1.7k

• kengz/awesome-deep-rl

  A curated list of awesome Deep Reinforcement Learning resources.

  73673

• ChefLiutao/Time-series-forecasting-via-deep-reinforcement-learning

  Time series forecasting via deep reinforcement learning

  Language:Python529

• py-why/causal-learn

  Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

  Language:Python1.3k209

• zalandoresearch/pytorch-ts

  PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

  Language:Python1.3k197

• kwuking/TimeMixer

  [ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"

  Language:Python1.4k166

• KimMeen/Time-LLM

  [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

  Language:Python1.9k328

• sdv-dev/SDV

  Synthetic data generation for tabular data

  Language:Python2.6k327

• JHoelli/Awesome-Time-Series-Explainability

  A list of (post-hoc) XAI for time series

  12415

• TongjiFinLab/awesome-financial-time-series-forecasting

  Awesome financial time series forecasting papers and codes

  6412

• facebookresearch/hydra

  Hydra is a framework for elegantly configuring complex applications

  Language:Python9.2k669

• binli826/LSTM-Autoencoders

  Anomaly detection for streaming data using autoencoders

  Language:Python19747

• shapelets/khiva

  An open-source library of algorithms to analyse time series in GPU and CPU.

  Language:C++23531

• gaborvecsei/Stocks-Pattern-Analyzer

  This tool should help discover different patterns based on similarity measures in historical (financial) data

  Language:Python23483

• AdrianAntico/AutoQuant

  R package for automation of machine learning, forecasting, model evaluation, and model interpretation

  Language:R24243

• tcapelle/timeseries_fastai

  fastai V2 implementation of Timeseries classification papers.

  Language:Jupyter Notebook24118

• DataForScience/Timeseries

  Timeseries for everyone

  Language:Jupyter Notebook254112

• qingsongedu/Awesome-SSL4TS

  A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

  31621

• Marcnuth/AnomalyDetection

  Twitter's Anomaly Detection in Pure Python

  Language:Python31677