cradleccchiu

StackNet

StackNet is a computational, scalable and analytical Meta modelling framework

class-balanced-loss

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

fairscale

PyTorch extensions for high performance and large scale training.

Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

FinRL

FinRL: Financial Reinforcement Learning. 🔥

doccano

Open source annotation tool for machine learning practitioners.

foam

A personal knowledge management and sharing system for VSCode

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Class-balanced-loss-pytorch

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

neural_prophet

NeuralProphet: A simple forecasting package

scouter

SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition (ICCV 2021)

stacking

Stacked Generalization (Ensemble Learning)

Stacking-Ensemble-Machine-Learning

Stacking Machine Learning Models. Tunning; feature engineering, scaling, models combinations and parameters.

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

longformer

Longformer: The Long-Document Transformer

simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

evalml

EvalML is an AutoML library written in python.

featuretools

An open source python library for automated feature engineering

mlflow

Open source platform for the machine learning lifecycle

deocclusion

Code for our CVPR 2020 work.

ConSERT

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

cufflinks

Productivity Tools for Plotly + Pandas

ChineseBert

Code for ACL 2021 paper "ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information"

photonai

PHOTONAI is a high level python API for designing and optimizing machine learning pipelines.

UACANet

Official PyTorch implementation of UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation (ACMMM 2021)

AutoSmart

nlp-paper-implementation

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

tods

TODS: An Automated Time-series Outlier Detection System

MITTEN

A package for MSPC modeling.