Tanhim Islam's Projects
A dataset sample which has retrieved from over 0.3 million full dataset. There have collection of 46 parameters such as - maximum and minimum temperature, average rainfall, humidity, climate, weather, and types of land, types of chemical fertiliser, types of soil, and more for applying into machine learning process.
Automatic architecture search and hyperparameter optimization for PyTorch
AutoML library for deep learning
Google Brain AutoML
AutoML is one of the most important fields of Machine Learning whose purpose is to automate the creation of models (without knowledge of the world of data science) and optionally, obtain better results than any handcrafted solution. One approach to the selection of classifiers has been the learning of metafeaturing which consists in trying to know the nature of the data with (for example) a model like Gaussian process.
OpenML AutoML Benchmarking Framework
Hey there :wave: ! I'm Aditya and this repository houses my profile description.
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
A curated list of automated machine learning papers, articles, tutorials, slides and projects
This project is deprecated in favor of blueimp Gallery.
Lesson guide and textbook for "Data as a Science" course.
A collection of various deep learning architectures, models, and tips
Scrape Facebook public pages without an API key
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Federated Meta-Learning: a concept that allows everyone to benefit from the data that is generated through machine learning libraries.
C++ implementation of Gaussian Mixture Model
Graph4nlp is the library for the easy use of Graph Neural Networks for NLP
:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!