DanilBaibak/ml-in-production
The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.
Machine learning engineer, open-source enthusiast. Always learning.
Repositories
DanilBaibak/fipi
Automatized political analysis of text. The machine learning model is trained on data from the https://manifestoproject.wzb.eu/ and uses bag-of-words features to predict political tendencies.
DanilBaibak/real-time-ml-prediction
Build a production ready Machine Learning service for real-time prediction using FastAPI
DanilBaibak/lca-lc-foundations
DanilBaibak/upload-big-files
Upload big files in the chunks using Flask
DanilBaibak/docs
🦜🔗 Docs for LangChain projects
DanilBaibak/langgraph
Build resilient language agents as graphs.
DanilBaibak/data
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
DanilBaibak/predict_fluctuation_currency_quote
Predict fluctuations in currency quote using Prophet
DanilBaibak/movie-recommendation-system
Building recommendation system based Bayesian Personalized Ranking using TensorFlow 2.1
DanilBaibak/audio_to_ations_list
A machine learning project to generate an actions list from a meeting audio recording using the OpenAI API.
DanilBaibak/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
DanilBaibak/fastai_dev
fast.ai early development experiments
DanilBaibak/Harry_Potter_vs_Word2Vec
This is the example of analysing corpus of texts using Word2Vec
DanilBaibak/gym
A toolkit for developing and comparing reinforcement learning algorithms.
DanilBaibak/openai_gym
Developing and comparing reinforcement learning algorithms.
DanilBaibak/tensorflow_chatbot
Tensorflow chatbot demo by @Sirajology on Youtube
DanilBaibak/docker-jupyter-lab
JupyterLab with Python 3.6 for data scientists and researchers
DanilBaibak/airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
DanilBaibak/addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
DanilBaibak/scikit-learn
scikit-learn: machine learning in Python
DanilBaibak/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
DanilBaibak/bike_rental
Analyze data and build model for predict bike sharing information
DanilBaibak/habrahabr_favs
Predict how many favorites will achieve an article, knowing it's title and publication time
DanilBaibak/bags_of_popcorn
The competition from Kaggel "Bag of Words Meets Bags of Popcorn"
DanilBaibak/How-to-Predict-Stock-Prices-Easily-Demo
How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube
DanilBaibak/linear_regression_demo
This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube
DanilBaibak/crash_planes
DanilBaibak/angularjs_crud
Single page application that implementing CRUD
DanilBaibak/angular-markdown-it
Angular 1.x directive for rendering markdown with markdown-it.