A new way to build a blog
Jan 30, 2025
sveltekitsvelteverceltypescript
Migrating blog from a complex and very manual setup to a more flexible solution
PyCon & PyData Berlin 2022: Notes in the Margin
Apr 18, 2022
datamlpythonpyconconference
Brief notes and summaries of the most interesting talks from the conference
Stress-Free Machine Learning
Nov 17, 2020
pythoncode
Building machine learning models in a way that does not drive you crazy
Python Errors Done Right
Jun 23, 2020
pythoncode
Guidelines on structuring error processing in Python derived from personal experience
Education, Title, Salary: How Are They Related?
Dec 04, 2019
pythonkagglematplotlibanalytics
Analyzing the results of 2019 Kaggle's Survey among its members about their levels of education, jobs, and salaries
Time Series Classification with PyTorch
Apr 19, 2019
pythondeep-learningpytorchkaggle
A simple solution to the Career Con 2019 data competition using PyTorch
How to Fail a Coding Interview
Mar 22, 2019
design-patternscoding-skills
Analysing the results of a failed coding interview for a Data Scientist position
The Best Format to Save Pandas Data Frame
Mar 14, 2019
pythonpandasmatplotlib
Performance benchmark for different binary formats to store pandas data frames
How to Build a Flexible CLI with Standard Python Library
Jan 30, 2019
pythoncli
Deep Learning Model Training Loop
Dec 09, 2018
pythonpytorchdeep-learningdesign-patterns
A simple, generic implementation of a deep learning training loop in plain PyTorch
Building Simple Recommendation System with PyTorch
Aug 17, 2018
pythonpytorchdeep-learning
An application of a simple neural network based recommendation system to the MovieLens dataset
Classifying Quantized Dataset with Random Forest Classifier (Part 2)
Jun 27, 2018
pythonalgorithmsnumpy
Implementing a simple version of Random Forest algorithm to classify vectors
Using K-Means Clustering to Quantize Dataset Samples (Part 1)
May 19, 2018
pythonalgorithmnumpy
An example of using clustering to quantize a continuous dataset into a fixed-size feature vectors
Dogs Breeds Classification with Keras
Apr 09, 2018
pythonkerasclassificationjupyter
Using Keras and pre-trained deep learning models to classify dog breeds
Generators-Based Data Processing Pipeline
Mar 28, 2018
pythongeneratorcoroutinenumpy
A powerful conception of gradually consumed streams of data in Python
Using Python's __new__ Method to Dynamically Switch Class Implementations
Feb 27, 2018
pythonmagicmeta-class
Using Python magic to replace class implementation dynamically
Deep Learning Machine Software: Ubuntu, CUDA, and TensorFlow
Nov 17, 2017
pythontensorflowubuntu
Notes about building a devbox for local deep learning experiments