Viktor M's repositories
causal_inference_python_code
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
data-science-interviews
Data science interview questions and answers
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
deeplearning-models
A collection of various deep learning architectures, models, and tips
dfdc_deepfake_challenge
A prize winning solution for DFDC challenge
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
GAN-for-tabular-data
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
go_begginers_course
Курс по Go для начинающих
HardML
Задания курса HardML
Karpov.Courses
This repo contains the projects I have completed during Data Analyst Simulator Course by Karpov.Courses
karpov_courses
🐳 Проектная деятельность. Здесь хранятся лекции, практические задания и проекты с karpov_courses. Ссылка: https://karpov.courses/
kc
karpov courses hard ML
looking-to-listen
Deep neural network (DNN) for noise reduction, removal of background music, and speech separation
machine-learning-design-primer
Learn how to design Machine Learning systems and prepare for an interview.
ml-system-design-pattern
System design patterns for machine learning
ml_investment
Investment tools
mlcourse.ai
Open Machine Learning Course
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
PRML
PRML algorithms implemented in Python
Python
All Algorithms implemented in Python
python-course
Лекции и задания по курсу python
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
sampleproject
A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"
svm-pytorch
Linear SVM with PyTorch
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Wave-U-Net-for-Speech-Enhancement
Implement [Wave-U-Net](https://arxiv.org/abs/1806.03185) by PyTorch, and migrate it to the speech enhancement area.