Chia-Ta Tsai's repositories
numerai_machine_learning_tournament
code for numerai tournament training, test, inference e2e pipeline to help hedge fund stregagy
torchsort
Fast, differentiable sorting and ranking in PyTorch
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
nyaggle
Code for Kaggle and Offline Competitions
cookiecutter-pypackage
Cookiecutter template for a Python package.
dask-docker
Docker images for dask
kaggle-alaska2-image-steganalysis
This is a solution for the kaggle competition, ALASKA2, to detect secret data hidden within innocuous-seeming digital image.
download-transformers-pretrained
Batch dowload needed transofmrer models
modeling_pipeline_for_softbank_forex_algorithm_challenge_2019
Modeling Popeline for SoftBank Forex Algorithm Challenge 2019
google-quest-qa-labeling-pipeline
A pipeline barebone for kaggle competition: Google Quest Q&A Labeling (Feb 2020)
natural-question-answering
DeepThought's solution
second.pytorch
SECOND for Lyft 3d object detection challenge on Kaggle
rsna
:hospital: RSNA Intracranial Hemorrhage Detection :hospital:
Kaggle-RSNA
5th place solution for: RSNA Intracranial Hemorrhage Detection
kaggle-kuzushiji-2019
Kaggle Kuzushiji Recognition: 2nd place solution
kaggle-kuzushiji-recognition
Kaggle Kuzushiji Recognition Solution
keras-centernet
A Keras implementation of CenterNet with pre-trained model (unofficial)
Kaggle-Recursion-Cellular
https://www.kaggle.com/c/recursion-cellular-image-classification
open-images-2019-instance-segmentation
7th place solution to the Open Images 2019 Instance Segmentation competition
Kaggle-2019-Blindness-Detection
7th-place solution code for https://www.kaggle.com/c/aptos2019-blindness-detection/overview.
Youtube-8M-WILLOW
Kaggle Youtube 8M WILLOW approach
pytorch-pretrained-BERT
đź“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
Human_Protein
11th place solution for Kaggle Human Protein Atlas Image Classification
Kaggle-Home-Credit-Default-Risk-Pipeline
Kaggling Home Credit Default Risk in a pipeline fashion.