Pinned Repositories
AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
anamod
Feature Importance Analysis of Models
asgl
A regression solver for linear and quantile regression models and lasso based penalizations'
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
brits-tensorflow
TensorFlow implementation of BRITS model for multivariate time series imputation with bidirectional recurrent neural networks.
CARLA
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
deel-lip
Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers
deep-tcn-tensorflow
TensorFlow implementation of DeepTCN model for probabilistic time series forecasting with temporal convolutional networks.
Empyrial
Portfolio Management Framework for risk and performance analysis 投资组合管理
encdec-ad-tensorflow
TensorFlow implementation of EncDec-AD model for multivariate time series anomaly detection with LSTM-based encoder-decoder.
TheBlackCoatHunt's Repositories
TheBlackCoatHunt/asgl
A regression solver for linear and quantile regression models and lasso based penalizations'
TheBlackCoatHunt/awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
TheBlackCoatHunt/xplique
👋 Xplique is a Neural Networks Explainability Toolbox
TheBlackCoatHunt/deel-lip
Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers
TheBlackCoatHunt/puncc
👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
TheBlackCoatHunt/PyPortfolioOpt
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
TheBlackCoatHunt/Riskfolio-Lib
Portfolio Optimization and Quantitative Strategic Asset Allocation in Python
TheBlackCoatHunt/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
TheBlackCoatHunt/timeshap
TimeSHAP explains Recurrent Neural Network predictions.
TheBlackCoatHunt/WindowSHAP
TheBlackCoatHunt/Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
TheBlackCoatHunt/yaglm
A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-convex penalties.
TheBlackCoatHunt/MTS-Mixers
MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing
TheBlackCoatHunt/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
TheBlackCoatHunt/nam
Neural Additive Models (Google Research)
TheBlackCoatHunt/Empyrial
Portfolio Management Framework for risk and performance analysis 投资组合管理
TheBlackCoatHunt/test_blackcoat_page.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
TheBlackCoatHunt/neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
TheBlackCoatHunt/tabnet
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
TheBlackCoatHunt/shapr
Explaining the output of machine learning models with more accurately estimated Shapley values
TheBlackCoatHunt/plain-academic
A truly simple website template for academics
TheBlackCoatHunt/probcast-tensorflow
TensorFlow implementation of ProbCast model for probabilistic time series forecasting with generative adversarial networks.
TheBlackCoatHunt/OmniXAI
OmniXAI: A Library for eXplainable AI
TheBlackCoatHunt/brits-tensorflow
TensorFlow implementation of BRITS model for multivariate time series imputation with bidirectional recurrent neural networks.
TheBlackCoatHunt/encdec-ad-tensorflow
TensorFlow implementation of EncDec-AD model for multivariate time series anomaly detection with LSTM-based encoder-decoder.
TheBlackCoatHunt/lstm-fcn-pytorch
PyTorch implementation of LSTM-FCN model for univariate time series classification.
TheBlackCoatHunt/tcan-tensorflow
TensorFlow implementation of TCAN model for multivariate time series forecasting with sparse attention mechanisms.
TheBlackCoatHunt/nbeats-tensorflow
TensorFlow implementation of N-BEATS model for univariate time series forecasting.
TheBlackCoatHunt/deep-tcn-tensorflow
TensorFlow implementation of DeepTCN model for probabilistic time series forecasting with temporal convolutional networks.
TheBlackCoatHunt/lstnet-tensorflow
TensorFlow implementation of LSTNet model for multivariate time series forecasting.