Ali Pesaranghader's repositories
data-streams
You will find (about) synthetic and real-world data streams in this repository.
codes-for-moa
My Java codes for the MOA framework. It includes the implementations of FHDDM, FHDDMS, and MDDMs.
machine-learning-materials
This repository shares very helpful materials, available on the Internet, for Machine Learning, Deep Learning, and Reinforcement Learning.
quick-tutorial-on-data-science
I will be adding tutorials for data science and machine learning in this repository.
quick-tutorial-on-pytorch
I will be adding tutorials for deep learning using PyTorch in this repository.
awesome-public-datasets
A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!
generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
AI_Curriculum
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
awesome-ocr
Links to awesome OCR projects
deep-seq-nets
Deep neural network for sequential data
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
practicalAI
A practical approach to learning machine learning.
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
pytorch-transformers-classification
Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
useful-commands
I like must-know and useful commands for machine learning and data scientist