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/PyPOTS
A python toolbox/library for data mining on partially-observed time series, supporting tasks of forecasting/imputation/classification/clustering on incomplete multivariate time series with missing values.
TheBlackCoatHunt/STraTS
TheBlackCoatHunt/tabnet-1
An R implementation of TabNet
TheBlackCoatHunt/WellTunedSimpleNets
[NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets
TheBlackCoatHunt/WeightedSHAP
WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
TheBlackCoatHunt/SAITS
The official code repository for paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) model with efficiency for multivariate time-series imputation.
TheBlackCoatHunt/CARLA
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
TheBlackCoatHunt/Multi-class-probabilistic-classification
Multi-class probabilistic classification using inductive and cross Venn–Abers predictors
TheBlackCoatHunt/anamod
Feature Importance Analysis of Models
TheBlackCoatHunt/GrowNet
TheBlackCoatHunt/manip-ml
Code for the IEEE S&P 2018 paper 'Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning'
TheBlackCoatHunt/node
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data
TheBlackCoatHunt/regression-data-poisoning
Experiments on Data Poisoning Regression Learning
TheBlackCoatHunt/keras_boston_housing_price
Keras 101: A simple Neural Network for House Pricing regression
TheBlackCoatHunt/AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
TheBlackCoatHunt/multivariate-prediction
time-series-predictoin(LSTNet,SAB,Transformer...)