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AsherChi's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

classification-of-handwritten-digits icon classification-of-handwritten-digits

The MNIST dataset, contained in mnist-original.mat (matlab format), consists of 70,000 digitized handwritten digits and their labels. I classified them using 2 different classifiers, a stochastic gradient descent classifier called SGDClassifier and a logistic regression classifier called LogisticRegression.

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

git_test_2 icon git_test_2

仓库测试 第二次 上一次删除了origin分支

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

models icon models

Models and examples built with TensorFlow

stereo-match icon stereo-match

some traditional method to solve the stereo vision problem

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