Dmitry Antonov's repositories
Data_science_course_project_2
Course project (Data Science course 2 of GeekBrains University) was made in November 2019
100daysofweb-with-python-course
Demo code and resources for our 100 Days of Web in Python Course
Algorithm_of_data_analysis
Tasks from course of GeekBrains University (was started on 18 March 2020)
Algorithm_of_data_analysis_course_project
Course project (Data Science course of GeekBraince University)
analytics_vidhya
Codes related to activities on AV including articles, hackathons and discussions.
coding-interview-university-1
A complete computer science study plan to become a software engineer.
dateparser
python parser for human readable dates
DB_analysis
Tasks from course of GeekBrains University (was started on 08 October 2019 )
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)
dsp-theory
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
elasticsearch
Open Source, Distributed, RESTful Search Engine
elasticsearch-learning-to-rank
Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch
fastai
The fastai deep learning library, plus lessons and tutorials
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
insightface
Face Analysis Project on MXNet
lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
Linear_algebra
Tasks from course of GeekBrains University (was started on 23 August and was finished on 23 September 2019)
MIPT-Computer_vision-2020
Материалы семинаров по курсу "Компьютерное зрения" для студентов МФТИ
ML_business
Tasks from course of GeekBrains University (was started on 25 April 2020)
notebooks-contrib
RAPIDS Community Notebooks
otus-public
Открытые материалы моего курса по машинному обучению (https://otus.ru/lessons/machinelearning)
Practical_RL
A course in reinforcement learning in the wild
snntorch
Deep and online learning with spiking neural networks in Python