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math-for-data-science

Required math subjects for data science.

math-fundamentals-for-data-science-intro-course

📚 Math Fundamentals for Data Science – Intro Course

maths-for-ds-course

Материалы по курсу "Математика для Data Science. Продвинутый курс" образовательной платформы OTUS

metadata

Video Metadata Management in the Data Lake

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ml2

ml_distracted_driver_detection

This Distracted Driver Detection Project is developed by a group of 5 students as part of "CS 539 Machine Learning" Course

ml_med_imaging_failures

Failures in machine learning for medical imaging

mlops

MLOps examples

model_search

neuralgenetic

Building and training artificial neural networks (regression or classification) using the genetic algorithm.

nlp

This notebook will discuss concepts of NLP and related work.

nlp-dlt

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_course

YSDA course in Natural Language Processing

nvidia-cuda-tutorial

Nvidia contributed CUDA tutorial for Numba

oasis

Official implementation of the ICLR 2021 paper "You Only Need Adversarial Supervision for Semantic Image Synthesis"

pororo

Pororo: A Deep Learning based Multilingual Natural Language Processing Library

probability_and_statistics_for_ml

This repository contains the basics Statistics and Probability used in Data Science.

pso-cnn

Unofficial implementation of paper “Particle Swarm Optimization for Hyper-Parameter Selection in Deep Neural Networks” using Tensorflow/Keras

pyhton3-for-maths-and-datascience-1

A complete Course contetnt for using Pyhton3 for Maths and Data Science.

python

All Algorithms implemented in Python

python_autocomplete

Use Transformers and LSTMs to learn Python source code

python_tutorials

Python tutorials in both Jupyter Notebook and youtube format.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-timeseries

PyTorch implementations of neural networks for timeseries classification

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

readings

A collection of some nice papers/research articles.