SGSunil

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

bert

TensorFlow code and pre-trained models for BERT

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.

ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

course-content

NMA Computational Neuroscience course

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

scibert

A BERT model for scientific text.

IJava

A Jupyter kernel for executing Java code.

PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

30DayMapChallenge

Official repo for the #30DayMapChallenge data visualization project. Open to everyone!

spaceapps

winredock

Rearrange windows on traybar icon click after docking the laptop

papers-with-video

A browser extension that links video explanations to research papers on arxiv.org

recurrent-neural-networks

Learning about and doing projects with recurrent neural networks

ml-in-cosmology

A comprehensive list of published machine learning applications to cosmology

TimeSeriesAnalysiswithPython

Time Series Analysis with Python

bert-vocab-builder

Builds wordpiece(subword) vocabulary compatible for Google Research's BERT

embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

courseware-embedded-machine-learning

methods2test

methods2test is a supervised dataset consisting of Test Cases and their corresponding Focal Methods from a set of Java software repositories

Handling-Out-of-Vocabulary-Words-in-Natural-Language-Processing-using-Language-Modelling

MedicalImaging

Tutorials that take an in depth look at how to view and manipulate DICOM images and how to get them ready for machine learning

PMLDataPipeline

A pipeline for detecting macro-plastics in coastal waters using Sentinel 2 data

simclr

This repo contains code for SimCLR : A Simple Framework for Contrastive Learning of Visual Representations

imagenet-5-categories

This repository contains images from 5 categories (250 for train and 50 for test for each category)

Air-passengers-time-series-forecasting

Basic time series analysis and forecasting.

ARIMA-Forecasting-Intro

Easy to follow code for introduction to Forecasting using ARIMA.

nlp-paper-digitalrail

This folder contains the dataset and scripts used in analysing railway accident reports. The works is done as part of internship at Digital Rail and sposnored by Santander Universities.

c3-pro.github.io

C3-PRO main website