Samarth Bharadwaj's Projects
Literature survey of scene graphs
Sometimes I get paranoid about Keras, tf, python ... and computer science. So I do simple experiments to show everything works.
Entity Linker solution
Introduction to Parallel Programming class code
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
Example models using DeepSpeed
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
Machine learning, computer vision, statistics and general scientific computing for .NET
Gnucash for Android mobile companion application.
resources for the IBM Airlines Table-Question-Answering Benchmark
This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kernel parameter perturbation presented in "SVM Incremental Learning, Adaptation, and Optimization" by Christopher Diehl and Gert Cauwenberghs.
Karna is a responsive jekyll theme which includes pinterest like pins
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
One-Class SVM implementations for temporal segmentation of human activities
my codes for optimization courses in coursera.org (https://class.coursera.org/optimization-002)
Native Python SSHv2 protocol library
Automatically exported from code.google.com/p/pytensor
:star: Use repo badges (build passing, coverage, etc) in your readme/markdown file to signal code quality in a project.
my homepage
Concise, consistent, and legible badges in SVG and raster format
A deep learning approach to solar-irradiance forecasting in sky-videos
Python wrapper to small NORB dataset
A YouTube video player as a Google Chrome extension
Neural Network Language Model that generates text based off Lord of the Rings. Built with Pytorch.
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue
Automatically exported from code.google.com/p/word2vec