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