Numerical-Optimization-Machine-learning

100 Days of ML Coding

A collection of algorithms and data structures

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

? Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.???

Statsmodels: statistical modeling and econometrics in Python

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

Code for Tensorflow Machine Learning Cookbook