Hawk0321

Hawk0321's Stars

• Azranus/justmysocks

  Just My Socks 2024最新翻墙梯子教程（支持ChatGPT）科学上网

  383

• bashtage/arch

  ARCH models in Python

  Language:Python1.3k247

• PyWavelets/pywt

  PyWavelets - Wavelet Transforms in Python

  Language:Python2k470

• rlabbe/Kalman-and-Bayesian-Filters-in-Python

  Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

  Language:Jupyter Notebook16.5k4.2k

• rlabbe/filterpy

  Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

  Language:Python3.3k617

• pytorch/captum

  Model interpretability and understanding for PyTorch

  Language:Python4.9k489

• sktime/sktime

  A unified framework for machine learning with time series

  Language:Python7.8k1.3k

• optuna/optuna

  A hyperparameter optimization framework

  Language:Python10.7k1k

• thuml/iTransformer

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

  Language:Python1.2k209

• schrodingercatss/tuning_playbook_zh_cn

  一本系统地教你将深度学习模型的性能最大化的战术手册。

  2.4k217

• thuml/Time-Series-Library

  A Library for Advanced Deep Time Series Models.

  Language:Python6.5k1k

• Dao-AILab/flash-attention

  Fast and memory-efficient exact attention

  Language:Python13.6k1.3k

• young-geng/EasyLM

  Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

  Language:Python2.4k254

• test-time-training/ttt-lm-pytorch

  Official PyTorch implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States

  Language:Python99656

• google-research/timesfm

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

  Language:Python3.6k309

• test-time-training/ttt-lm-jax

  Official JAX implementation of Learning to (Learn at Test Time): RNNs with Expressive Hidden States

  Language:Python34928

• iamadamdev/bypass-paywalls-chrome

  Bypass Paywalls web browser extension for Chrome and Firefox.

  Language:JavaScript48.4k3.5k

• mims-harvard/Raindrop

  Graph Neural Networks for Irregular Time Series

  Language:Python16735

• WenjieDu/PyPOTS

  A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

  Language:Python1k95

• dmlc/dgl

  Python package built to ease deep learning on graph, on top of existing DL frameworks.

  Language:Python13.4k3k

• liuxz1011/TodyNet

  TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification

  Language:Python5210

• thunlp/GNNPapers

  Must-read papers on graph neural networks (GNN)

  15.9k3k

• microsoft/qlib

  Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

  Language:Python15.3k2.6k

• dcajasn/Riskfolio-Lib

  Portfolio Optimization and Quantitative Strategic Asset Allocation in Python

  Language:C++3k511

• robertmartin8/PyPortfolioOpt

  Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

  Language:Jupyter Notebook4.4k950

• irecsys/MOPO-LSI

  Multi-Objective Portfolio Optimization Library for Sustainable Investments

  Language:Python104

• hudson-and-thames/arbitragelab

  ArbitrageLab is a python library that enables traders who want to exploit mean-reverting portfolios by providing a complete set of algorithms from the best academic journals.

  Language:Python487157

• ccxt/ccxt

  A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges

  Language:Python32.7k7.5k

• jingmouren/kai-trading-bot-pair

  11

• binance/binance-public-data

  Details on how to get Binance public data

  Language:Python1.5k464