RayleighZ

RayleighZ's Stars

• microsoft/nni

  An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

  Language:Python14.1k2842.1k1.8k

• thuml/Time-Series-Library

  A Library for Advanced Deep Time Series Models.

  Language:Python7.7k785601.2k

• firmai/financial-machine-learning

  A curated list of practical financial machine learning tools and applications.

  Language:Python7.5k272151.3k

• rapidsai/cuml

  cuML - RAPIDS Machine Learning Library

  Language:C++4.3k782.5k540

• microsoft/FLAML

  A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

  Language:Jupyter Notebook4k59522517

• google-research/timesfm

  TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

  Language:Python4k39128345

• cure-lab/LTSF-Linear

  [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

  Language:Python2.1k18113456

• KimMeen/Time-LLM

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

  Language:Python1.6k20154277

• cbailes/awesome-deep-trading

  List of awesome resources for machine learning-based algorithmic trading

  1.5k750309

• thuml/iTransformer

  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

  Language:Python1.4k10147230

• kwuking/TimeMixer

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

  Language:Python1.4k9993185

• SalesforceAIResearch/uni2ts

  Unified Training of Universal Time Series Forecasting Transformers

  Language:Jupyter Notebook976983111

• alteryx/evalml

  EvalML is an AutoML library written in python.

  Language:Python794221.9k87

• ngruver/llmtime

  Language:Jupyter Notebook7261927164

• KimMeen/Awesome-GNN4TS

  [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

  69016356

• cure-lab/SCINet

  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)

  Language:Python6401170129

• The-FinAI/PIXIU

  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).

  Language:Jupyter Notebook586121473

• selimamrouni/Deep-Portfolio-Management-Reinforcement-Learning

  This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.

  Language:Jupyter Notebook24414388

• HazyResearch/hippo-code

  Language:Python171201131

• VEWOXIC/FITS

  FITS: Frequency Interpolation Time Series Analysis Baseline

  Language:Jupyter Notebook14822116

• XiongxiaoXu/SST

  The official implementation of the paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting"

  Language:Python141439

• google/bayesnf

  Bayesian Neural Field models for prediction in large-scale spatiotemporal datasets

  Language:Python10261910

• CFMTech/Deep-RL-for-Portfolio-Optimization

  Deep Reinforcement Learning for Portfolio Optimization

  Language:Jupyter Notebook1008021

• vivva/DLinear

  This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"

  Language:Python60005

• finint/MAGNN

  Financial time series forecasting with multi-modality graph neural network

  Language:Python39443

• shaowen310/TimesMamba

  Mamba for Multivariate Time Series Forecasting

  Language:Python343

• Lifelong-ML/Mendez2022ModularLifelongRL

  Source code to reproduce experiments from Mendez et al., ICLR '22

  Language:Python21215

• RicherMans/CED

  Source code for Consistent ensemble distillation for audio tagging

  Language:Python192123

• chengjunyan1/SocioDojo

  Language:Python17103

• MisakiNet/sakiko

  邦你吗

  Language:Python2