Tianze Hua's repositories
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
Learn-Vim
Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖
pytorch-cifar
95.47% on CIFAR10 with PyTorch
mongodb-express-rest-api-example
Example for the article on MongoDB and Express JS web REST API tutorial
cv
this looks awesome
awesome-cheatsheets
👩💻👨💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
shap
A game theoretic approach to explain the output of any machine learning model.
dataprep
DataPrep — The easiest way to prepare data in Python
Boruta-Shap
A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning