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Jakub Czakon profile picture

Jakub Czakon

Senior Data Scientist interested in all-things machine learning, blogging about machine learning on https://neptune.ai/blog

Location Warsaw Joined Joined on  Personal website https://neptune.ai github website
Work

Senior Data Scientist at https://neptune.ai

Text Classification: All Tips and Tricks from 5 Kaggle Competitions

Text Classification: All Tips and Tricks from 5 Kaggle Competitions

Reactions 5 Comments
10 min read
6 GAN Architectures You Really Should Know

6 GAN Architectures You Really Should Know

Reactions 18 Comments
15 min read
Image Segmentation: Tips and Tricks from 39 Kaggle Competitions

Image Segmentation: Tips and Tricks from 39 Kaggle Competitions

Reactions 4 Comments
15 min read
Image segmentation in 2020: Architectures, Losses, Datasets, and Frameworks

Image segmentation in 2020: Architectures, Losses, Datasets, and Frameworks

Reactions 5 Comments
7 min read
Document Classification: 7 pragmatic approaches for small datasets

Document Classification: 7 pragmatic approaches for small datasets

Reactions 4 Comments
12 min read
8 Creators and Core Contributors Talk About Their Model Training Libraries From PyTorch Ecosystem

8 Creators and Core Contributors Talk About Their Model Training Libraries From PyTorch Ecosystem

Reactions 3 Comments
42 min read
Keras Metrics: Everything You Need To Know

Keras Metrics: Everything You Need To Know

Reactions 5 Comments
12 min read
How to Do Hyperparameter Tuning on Any Python Script in 3 Easy Steps

How to Do Hyperparameter Tuning on Any Python Script in 3 Easy Steps

Reactions 6 Comments
4 min read
Exploratory Data Analysis for Natural Language Processing: A Complete Guide to Python Tools

Exploratory Data Analysis for Natural Language Processing: A Complete Guide to Python Tools

Reactions 6 Comments
20 min read
Optuna vs Hyperopt: Which Hyperparameter Optimization Library Should You Choose?

Optuna vs Hyperopt: Which Hyperparameter Optimization Library Should You Choose?

Reactions 6 Comments 3
21 min read
24 Evaluation Metrics for Binary Classification (And When to Use Them)

24 Evaluation Metrics for Binary Classification (And When to Use Them)

Reactions 11 Comments 3
28 min read
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