yu45020's repositories
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
pytorch_tabular
A standard framework for modelling Deep Learning Models for tabular data
SickZil-Machine
Manga/Comics Translation Helper Tool
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
competition_fall_2021
Fall 2021 Econometric
CORL
High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC
Courses-IntroEconometrics-Ph.D
This course provides a graduate level introduction to probability and statistics. The course was designed for economists starting their doctoral education. Edits, comments, and suggestions are welcome.
covid19-severity-prediction
Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈
covid19_projections
COVID-19 Projections Using Machine Learning
DSGE_mod
A collection of Dynare models
interpretable-ml-book
Book about interpretable machine learning
latex-setup
My setup for writing LaTeX documents
makegirlsmoe_web
Create Anime Characters with MakeGirlsMoe
MLogit_Friends
multinomial logit;
mobilenetv3.pytorch
74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
neural-tangents
Fast and Easy Infinite Neural Networks in Python
onsendl
audio download tool for onsen.ag listener
rstudio_addins
Rstudio Add-ins
smote_variants
A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features
snake-ai
An AI agent that beats the classic game "Snake".
txtai
💡 Build AI-powered semantic search applications
vgan
Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow