Posts

Jan 2, 2022
YOLO5
Sep 24, 2021
CNNs
Jul 27, 2021
Self-supervised learning (SSL)
May 14, 2021
Egeria
Apr 14, 2021
Variational Auto-Encoder
Apr 1, 2021
Auto-Encoder
Feb 10, 2021
Data Preprocessing
Feb 8, 2021
Bayesian prerequisites | Sampling
Feb 8, 2021
Bayesian prerequisites | Bayes Rule
Feb 8, 2021
Bayesian prerequisites | Beta and Gamma distributions
Feb 7, 2021
Bayesian prerequisites | Gaussian
Feb 6, 2021
There is only one way and these are two ways | Frequentist vs. Bayes approach
Feb 5, 2021
KL Divergence | Relative Entropy
Feb 3, 2021
Bias Variance Noise trade off
Jan 29, 2021
The Power of Joint Probability
Jan 29, 2021
Activation functions
Jan 17, 2021
ML brainstorming
Jan 17, 2021
Expectation of Random Variable
Jan 16, 2021
Probability notation
Aug 27, 2020
NLP progress (brainstorming)
Aug 24, 2020
MLE for the coin toss example
Jul 29, 2020
Logistic Regression
Jul 9, 2020
Creating ResNet18 from scratch
May 25, 2020
HuggingFace Config Params Explained
May 14, 2020
GPT2 receipt example
Dec 25, 2019
Acronyms, metrics and tasks in NLP
Dec 25, 2019
BERT predicts the words
Dec 4, 2019
Transformers
Nov 13, 2019
Learning the sum operation (regression)
Nov 13, 2019
From Thin Air
Nov 13, 2019
Freezing layers (parameters) of a neural net
Sep 17, 2019
Resnet inside
Sep 4, 2019
Heatmaps
Aug 30, 2019
Working with images in Python, PyTorch
Aug 30, 2019
Swish and Mish
Aug 30, 2019
LSUV
Aug 29, 2019
PAMAdam
Aug 29, 2019
Adam and Adaam
Aug 27, 2019
LAMB
Aug 16, 2019
SGD optimizer with momentum
Aug 2, 2019
Layer initialization in PyTorch
Jul 28, 2019
Random Forest
Jul 28, 2019
Caffe2
Jul 20, 2019
Matplotlib
Jul 20, 2019
Python Callbacks vs. PyTorch hooks
Jul 16, 2019
Pseudo labeling
Jul 15, 2019
Pooling operations in PyTorch
Jul 15, 2019
Convolution details in PyTorch
Jul 15, 2019
Resnet simple explained
Jul 15, 2019
PyTorch Cheat Sheet
Jul 15, 2019
The Impact of Matrix Multiplication
Jul 4, 2019
Softmax vs. Sigmoid functions
Jul 2, 2019
Impact of Weight Decay
Jun 30, 2019
Altering classes of FastAi
Jun 27, 2019
Planet dataset from Kaggle, detect the criterion FastAi uses
May 27, 2019
Torchvision
May 27, 2019
Color Normalization
Apr 22, 2019
Batch norm
Apr 11, 2019
Gpt 2
Mar 21, 2019
Pytorch healthier life
Mar 15, 2019
ImageDataBunch
Mar 6, 2019
Github zen
Feb 20, 2019
Windows 10 tips
Feb 15, 2019
Pytorch training model
Feb 13, 2019
What is new in PyTorch 1.0?
Feb 13, 2019
Building pytorch functionality
Feb 12, 2019
Number of Parameters in Keras LSTM
Feb 11, 2019
Time Series terms
Feb 8, 2019
LSTM in PyTorch
Feb 5, 2019
ПЦА
Feb 5, 2019
PyTorch from tabula rasa
Jan 30, 2019
Backpropagation honorable notes
Jan 29, 2019
Searching the GitHub
Jan 25, 2019
Creating Github Pull Requests