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Cnn Series Getting Started And Pytorch Implementation ⭐ 47

我的笔记和Demo，包含分类，检测、分割、知识蒸馏。

Pydata London 2018 ⭐ 20

Slides and notebooks for my tutorial at PyData London 2018

Mlpinit For Gnns ⭐ 17

[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

Deep Learning using Rectified Linear Units (ReLU)

Deep_learning ⭐ 12

Deeplearninghandbook ⭐ 12

Lecture Slides and Programming Exercises that may help study the deep learning book by Goodfellow, Bengio and Courville.

Deep Learning Algorithms Implementation ⭐ 11

Implementations of (Deep Learning + Machine Learning) Algorithms

Projects ⭐ 10

This is the repository containing machine learning and deep learning projects, as well as some presentation slides on these topics.

Financial Market Regime Classification ⭐ 9

Value or Momentum? Comparing Random Forests, Support Vector Machines, and Multi-layer Perceptrons for Financial Time Series Prediction & Tactical Asset Allocation

Nba Draft Model 2018 ⭐ 6

Jupyter notebook that outlines the process of creating a machine learning predictive model. Predicts the peak "Wins Shared" by the current draft prospects based on numerous features such as college stats, projected draft pick, physical profile and age. I try out multiple models and pick the best performing one for the data from my judgement.

Ampliconnet ⭐ 5

Sequence based 16S rRNA Taxonomic classifier using MLP

Chapter 4: Basics of Deep Learning

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