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ML-from-Scratch
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项目作者:
tanishqgautam
项目描述 :
ML From Scratch
高级语言:
Python
项目主页:
项目地址:
git://github.com/tanishqgautam/ML-from-Scratch.git
创建时间:
2021-04-02T13:18:25Z
项目社区:
https://github.com/tanishqgautam/ML-from-Scratch
开源协议:
下载
ML from Scratch
MACHINE LEARNING TOPICS COVERED - FROM SCRATCH
Linear Regression
Logistic Regression
K Means Clustering
K Nearest Neighbours
Decision Trees
Naive Bayes
Support Vector Machine
DEEP LEARNING TOPICS COVERED - FROM SCRATCH
Neural Networks
Adam Optimizer
TENSORFLOW/KERAS
Convolutional Neural Networks in Tensorflow 2.0 (Image Classification)
LSTM Neural Networks in Tensorflow 2.0 (Sentiment Analysis)
Autoencoders in Tensorflow 2.0 (Image Denoising)
VGG-16 in Tensorflow 2.0
(Includes Checkpoint and Early Stopping)
ResNet-50 in Tensorflow 2.0
(Includes Checkpoint and Early Stopping)