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Intuitive Shorts
Companion Repository: https://github.com/harshit158/intuitive-shorts
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Ensemble Methods
May 01, 2021
Re-Sampling Methods : Cross Validation & Bootstrap
May 01, 2021
Sampling Methods
April 28, 2021
Transformer Based Models
April 12, 2021
KL Divergence
April 10, 2021
Cross Entropy
Entropy
+
[ML Design Patterns] Model Training Patterns
April 02, 2021
ML Design Patterns
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[Project] Image Captioning
August 29, 2020
[Project] Speech emotion based Face generation using Conditional GAN
August 21, 2020
GAN
+
CNN | Parameters
July 18, 2020
LSTM | Matrix Dimensions and Parameters
May 30, 2020
LSTM
+
RNN | Matrix Dimensions and Parameters
May 23, 2020
RNN
sequence models
+
Optimization
May 01, 2020
Gradient Descent
Newton's Method
Optimization
Taylor Series
+
Softmax Temperature
April 26, 2020
Entropy
Softmax
Temperature Scaling
+
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