Egor Lakomkin's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
streisand
Streisand sets up a new server running your choice of WireGuard, OpenConnect, OpenSSH, OpenVPN, Shadowsocks, sslh, Stunnel, or a Tor bridge. It also generates custom instructions for all of these services. At the end of the run you are given an HTML file with instructions that can be shared with friends, family members, and fellow activists.
awesome-mlops
A curated list of references for MLOps
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
bilingual_book_maker
Make bilingual epub books Using AI translate
GPU-Puzzles
Solve puzzles. Learn CUDA.
Practical_RL
A course in reinforcement learning in the wild
awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
aws-lambda-developer-guide
Supplementary resources for the AWS Lambda Developer Guide
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
streamlit-webrtc
Real-time video and audio processing on Streamlit
sentiment-discovery
Unsupervised Language Modeling at scale for robust sentiment classification
torch-audiomentations
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
libri-light
dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.
linear-algebra-done-right-solutions
Solutions to Linear Algebra Done Right, Third Edition
Topics-in-deep-learning
Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)
readingbricks
A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.
edit-distance-papers
A curated list of papers dedicated to edit-distance as objective function
nla2019_ozon
NLA course in OZON Masters