Ivan Lavrentev's starred repositories
pyspark-tutorial
PySpark-Tutorial provides basic algorithms using PySpark
docker-python
Kaggle Python docker image
transformers-tutorials
Github repo with tutorials to fine tune transformers for diff NLP tasks
data-engineering
Getting Started with Data Enngineering
abae-pytorch
PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'
Data-Structures-and-Algorithms
Data Structures and Algorithms in Python
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
fastai_dev
fast.ai early development experiments
csc_python
Computer Science Center courses python 2018
Time-series-prediction
This repo contain the code related to the Medium post: https://medium.com/p/168b47e54d54
ad_examples
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
Dockerized-Microservice-Template
Microservice with Docker, Flask, Postgres, Nginx
flask-nginx-gunicorn-docker-sample
Sample Docker setup using Flask, Gunicorn, and Nginx.
uwsgi-nginx-flask-docker
Docker image with uWSGI and Nginx for Flask applications in Python running in a single container.
knowledge-distillation
PyTorch implementations of algorithms for knowledge distillation.
compress-fasttext
Tools for shrinking fastText models (in gensim format)
Resume-Rater
Rates the quality of a candidate based on his/her resume using unsupervised approaches
Automated-Resume-Screening-System
Automated Resume Screening System using Machine Learning (With Dataset)
Resume_Filtering
A resume filtering based on natural language processing