MinKim's repositories
ReGraFT
Forecasting Epidemic Spread with Recurrent Graph Gate Fusion Transformers
nixtla
Python SDK for TimeGPT
codellama
Inference code for CodeLlama models
minillm
MiniLLM is a minimal system for running modern LLMs on consumer-grade GPUs
STNSCM
This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"
amrlib
A python library that makes AMR parsing, generation and visualization simple.
3D-Machine-Learning
A resource repository for 3D machine learning
TDengine
An open-source time-series database with high-performance, scalability and SQL support. It can be widely used in IoT, Connected Vehicles, DevOps, Energy, Finance and other fields.
EDMarketConnector
Downloads commodity market and other station data from the game Elite: Dangerous for use with all popular online and offline trading tools.
graphviz
Simple Python interface for Graphviz
BM-NAS
Incomplete Codes of BMNAS
oil-prices
Brent crude and WTI oil prices from US EIA
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
mfriendly.github.io
My tech blog
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Times_series
time series
vit-pytorch-1
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
darts
A python library for easy manipulation and forecasting of time series.
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
statsmodels
Statsmodels: statistical modeling and econometrics in Python
pytorch-forecasting
Time series forecasting with PyTorch
Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
early-stopping-pytorch
Early stopping for PyTorch
Awesome-AutoDL
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
google-research
Google Research
TCN
Sequence modeling benchmarks and temporal convolutional networks
viewformer
ViewFormer: NeRF-free Neural Rendering from Few Images Using Transformers
tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai