imdiptanu Goto Github PK
Name: Diptanu Sarkar
Type: User
Company: Microsoft
Bio: SWE @microsoft
Location: Redmond, WA
Name: Diptanu Sarkar
Type: User
Company: Microsoft
Bio: SWE @microsoft
Location: Redmond, WA
An intelligent agent to play the Breakout game.
Image Classification in Fashion MNIST dataset using CNN(PyTorch)
Basic data structures implementation using Python.
Assignments Solutions, Quizzes and Projects for Deep Learning Specialization on Coursera - deeplearning.ai
Neural topic modeling
An intelligent agent to play the game Doom in a 3D environment using Deep Convolutional Q Learning.
Open Source, Distributed, RESTful Search Engine
Solved questions of the book Elements of Programming Interview.
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
BERT model re-trained on MLM HateXplain dataset
This repository contains all manually labeled data from the GermEval-2018 shared task.
Built image classification deep learning architectures - AlexNet, VGG16, and ResNet using transfer learning and fine-tuning in PyTorch. Final model accuracies achieved are AlexNet-81.2%, VGGNet-85.6%, ResNet-84.7% on 10K test images.
Schema to store the IMDB data efficiently using PostgreSQL and MongoDB. Perform data cleaning and integration, functional dependency mining, k-means clustering and itemset mining on the dataset.
Your window into the Elastic Stack
Detect the text language automatically using a bigram model, Support Vector Machines, and Artifical Neural Networks. The model is trained using the WiLI-2018 benchmark dataset, and the highest accuracy achieved on the test dataset is 99.7% with paragraph text.
Single-label and multi-label classifiers to detect emotions in lyrics achieved 0.65 and 0.82 F1 scores respectively.
MAD: A Multi-task Aggression Detection Framework
Multi-threading exercises using Java.
Network programming in JAVA for one-way and two-way communication between server and client.
CS Department Ontology
Personal website template / backup - 20 Nov 2019.
Task tracking application from the React crash course
MS Thesis: Polarization in fake news and offensive language in Social Media - Twitter, Facebook, Blogs.
Homework Solutions and Quizzes in Machine Learning course by Stanford Online - Andrew NG on Coursera.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.