ssameerr

DeepWay

This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

Automated-Manual-Comparison

Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

dash

Interactive, Reactive Web Apps for Python. Dash Is Productive™

Data-Visualization

Collection of interactive Jupiter Notebook widgets and graphs.

Deep-Learning

faced

🚀 😏 Near Real Time CPU Face detection using deep learning

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gpopy

Genetic algorithm Parameter Optimizer Python (GPOPY)

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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.

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

jupyter-themes

Custom Jupyter Notebook Themes

livepython

Visually trace Python code in real-time.

machine-learning

Content for Udacity's Machine Learning curriculum

mlcourse_open

OpenDataScience Machine Learning course. Both in English and Russian

Monk_Object_Detection

A one-stop repository for low-code easily-installable object detection pipelines.

practicalAI

📚 A practical approach to learning and using machine learning.

scrapyd

A service daemon to run Scrapy spiders

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

sketch-code

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

skip-thoughts-tfidf

skorch

A scikit-learn compatible neural network library that wraps pytorch

TIDoS-Framework

The Offensive Manual Web Application Penetration Testing Framework.

training

🐝 Custom Object Detection and Classification Training

turicreate

Turi Create simplifies the development of custom machine learning models.

voila

From Jupyter notebooks to standalone applications