Mark Seliaev's starred repositories
GPU-Puzzles
Solve puzzles. Learn CUDA.
build-nanogpt
Video+code lecture on building nanoGPT from scratch
mmdetection-to-tensorrt
convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
Win-Debloat-Tools
Re-imagining Windows like a minimal OS install, already debloated with minimal impact for most functionality.
line_profiler
Line-by-line profiling for Python
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
MachineLearningTheBasics
Working files for the textbook project "Machine Learning. The Basics"
more-itertools
More routines for operating on iterables, beyond itertools
lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
Efficient-PyTorch
My best practice of training large dataset using PyTorch.
DS-Cookbook101
A jupyter notebook having all most frequent used code snippet for daily data scienceoperations
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
docker-pytorch
A Docker image for PyTorch
docker-stacks
Ready-to-run Docker images containing Jupyter applications
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
FaceDetector
A re-implementation of mtcnn. Joint training, tutorial and deployment together.
coding-interview-university
A complete computer science study plan to become a software engineer.
ml-course-hse
Машинное обучение на ФКН ВШЭ