DanilBaibak

ml-in-production

The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.

real-time-ml-prediction

Build a production ready Machine Learning service for real-time prediction using FastAPI

predict_fluctuation_currency_quote

Predict fluctuations in currency quote using Prophet

movie-recommendation-system

Building recommendation system based Bayesian Personalized Ranking using TensorFlow 2.1

Harry_Potter_vs_Word2Vec

This is the example of analysing corpus of texts using Word2Vec

upload-big-files

Upload big files in the chunks using Flask

audio_to_ations_list

A machine learning project to generate an actions list from a meeting audio recording using the OpenAI API.

docker-jupyter-lab

JupyterLab with Python 3.6 for data scientists and researchers

How-to-Predict-Stock-Prices-Easily-Demo

How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube

tensorflow_chatbot

Tensorflow chatbot demo by @Sirajology on Youtube

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

angular-markdown-it

Angular 1.x directive for rendering markdown with markdown-it.

angularjs_crud

Single page application that implementing CRUD

bags_of_popcorn

The competition from Kaggel "Bag of Words Meets Bags of Popcorn"

bike_rental

Analyze data and build model for predict bike sharing information

challenge_mail_filter

Hola JS Challenge Winter 2015: Mail Filtering Engine

crash_planes

data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

download-artifact-s3

fastai_dev

fast.ai early development experiments

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.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

habrahabr_favs

Predict how many favorites will achieve an article, knowing it's title and publication time

linear_regression_demo

This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube

openai_gym

Developing and comparing reinforcement learning algorithms.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scikit-learn

scikit-learn: machine learning in Python

sentiment_analysis