stockblog

webinar_spark_k8s

Spark in Kubernetes

webinar_mlflow

Deploying and testing MLflow in Mail.ru Cloud Solutions

webinar_kubeflow

vk_ml_platform_mlflow

jupyterhub_k8s_mcs_slurm_intel

How to install and use JupyterHub on Kubernetes. Workshop with Slurm and Intel

webinar_dataflow

vk_cloud_peft_gpt

webinar_automl_fedot

cloud_spark_tutorial

Uber-DS-Challenge

Uber provided Data Science take home

Finetune_GPT-J_6B_8-bit

Fine-tuning GPT-J-6B on colab or equivalent PC GPU with your custom datasets: 8-bit weights with low-rank adaptors (LoRA)

gpt-neo-fine-tuning-example

Fine-Tune EleutherAI GPT-Neo And GPT-J-6B To Generate Netflix Movie Descriptions Using Hugginface And DeepSpeed

python-cookbook

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

python-lessons

Lessons and code snippets to share with my students

dataroaster

docs-public

Repository for mcs.mail.ru/docs content

FastChat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

feddemo

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hpa_demo

we will test horizontal pod autoscaler and cluster autoscaler in MCS kubernetes as a service

JustEnoughScalaForSpark

A tutorial on the most important features and idioms of Scala they you need to use Spark's Scala APIs.

k8sfed

kubeflow_examples

A repository to host extended examples and tutorials

mlflow-model-monitoring

mlflow_karpov

setup-ipsec-vpn

Scripts to build your own IPsec VPN server, with IPsec/L2TP and Cisco IPsec on Ubuntu, Debian and CentOS

solutions

Solutions for projects.

spam_whale_bot_info

stacked_generalization

Python implementation of stacked generalization classifier. Plays nice with sklearn.

WhirlwindTourOfPython

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"