Pinned Repositories
adanet
Fast and flexible AutoML with learning guarantees.
AdaNPC
This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.
Algorithms
使用Java构建各类常见算法。
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Anomaly-Transformer
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
artificial-intelligence
Awesome Artificial Intelligence Projects
AutoGL
An autoML framework & toolkit for machine learning on graphs.
autograd
Efficiently computes derivatives of numpy code.
woe
Tools for WoE Transformation mostly used in ScoreCard Model for credit rating
Mr-memorandum's Repositories
Mr-memorandum/AdaNPC
This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.
Mr-memorandum/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Mr-memorandum/awesome-systematic-trading
A curated list of insanely awesome libraries, packages and resources for systematic trading. Crypto, Stock, Futures, Options, CFDs, FX, and more | 量化交易 | 量化投资
Mr-memorandum/BayesianOptimization
A Python implementation of global optimization with gaussian processes.
Mr-memorandum/CausalInferenceIntro
Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure
Mr-memorandum/causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
Mr-memorandum/cmake-examples
Useful CMake Examples
Mr-memorandum/EvolutionaryForest
An open source python library for automated feature engineering based on Genetic Programming
Mr-memorandum/FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
Mr-memorandum/Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Mr-memorandum/igraph
Library for the analysis of networks
Mr-memorandum/LTSF-Linear-AAAI2023
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Mr-memorandum/mlx
MLX: An array framework for Apple silicon
Mr-memorandum/modin
Modin: Scale your Pandas workflows by changing a single line of code
Mr-memorandum/neural_prophet
NeuralProphet: A simple forecasting package
Mr-memorandum/notears
DAGs with NO TEARS: Continuous Optimization for Structure Learning
Mr-memorandum/OpenFE
OpenFE: automated feature generation with expert-level performance
Mr-memorandum/or-tools
Google's Operations Research tools:
Mr-memorandum/pingouin
Statistical package in Python based on Pandas
Mr-memorandum/polars
Fast multi-threaded, hybrid-out-of-core DataFrame library in Rust | Python | Node.js
Mr-memorandum/pytorch-forecasting
Time series forecasting with PyTorch
Mr-memorandum/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.
Mr-memorandum/sktime
A unified framework for machine learning with time series
Mr-memorandum/Squeeze-1
多维监控异常根因分析，复现论文ISSRE 2019 REG paper 'Generic and Robust Localization of Multi-Dimensional Root Cause'.
Mr-memorandum/Time-Series-Library
A Library for Advanced Deep Time Series Models.
Mr-memorandum/torchrec
Pytorch domain library for recommendation systems
Mr-memorandum/TradeMaster
TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:
Mr-memorandum/trustworthyAI
trustworthy AI related projects
Mr-memorandum/xorbits
Scalable Python data science, in an API compatible & lightning fast way.
Mr-memorandum/zipline
Zipline, a Pythonic Algorithmic Trading Library