Posts

CNNs

Selfsupervised learning (SSL)

Egeria

Variational AutoEncoder

AutoEncoder

Data Preprocessing

Bayesian prerequisites  Sampling

Bayesian prerequisites  Bayes Rule

Bayesian prerequisites  Beta and Gamma distributions

Bayesian prerequisites  Gaussian

There is only one way and these are two ways  Frequentist vs. Bayes approach

KL Divergence  Relative Entropy

Bias Variance Noise trade off

The Power of Joint Probability

Activation functions

ML brainstorming

Expectation of Random Variable

Probability notation

NLP progress (brainstorming)

MLE for the coin toss example

Logistic Regression

Creating ResNet18 from scratch

HuggingFace Config Params Explained

GPT2 receipt example

Acronyms, metrics and tasks in NLP

BERT predicts the words

Transformers

Learning the sum operation (regression)

From Thin Air

Freezing layers (parameters) of a neural net

Resnet inside

Heatmaps

Working with images in Python, PyTorch

Swish and Mish

LSUV

PAMAdam

Adam and Adaam

LAMB

SGD optimizer with momentum

Layer initialization in PyTorch

Random Forest

Caffe2

Matplotlib

Python Callbacks vs. PyTorch hooks

Pseudo labeling

Pooling operations in PyTorch

Convolution details in PyTorch

Resnet simple explained

PyTorch Cheat Sheet

The Impact of Matrix Multiplication

Softmax vs. Sigmoid functions

Impact of Weight Decay

Altering classes of FastAi

Planet dataset from Kaggle, detect the criterion FastAi uses

Torchvision

Color Normalization

Batch norm

Gpt 2

Pytorch healthier life

ImageDataBunch

Github zen

Windows 10 tips

Pytorch training model

What is new in PyTorch 1.0?

Building pytorch functionality

Number of Parameters in Keras LSTM

Time Series terms

LSTM in PyTorch

ПЦА

PyTorch from tabula rasa

Backpropagation honorable notes

Searching the GitHub

Creating Github Pull Requests
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