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Name: Prakhar Thapak
Type: User
Company: Apple
Bio: NLP & Cryptography Enthusiast | Machine Learning @ Apple
Location: New Delhi ,India
Name: Prakhar Thapak
Type: User
Company: Apple
Bio: NLP & Cryptography Enthusiast | Machine Learning @ Apple
Location: New Delhi ,India
Tracking Papers, Summarize and Codes
Everything in 15 days
portfolio
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
[WIP] Just some intuitions which can help you understand BigBird implementation.
Code associated with Blog Posts
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)
Find label errors in datasets, weak supervision, and learning with noisy labels.
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
Repo for coursera specialization Advanced Machine Learning by Higher School of Economics
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
ruby on rails application
:art: Diagram as Code for prototyping cloud system architectures
TensorFlow tutorials and best practices.
Draft of the fastai book
Tinkering with feature engineering
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
Web UI Development with Flask and Dash
Script to tune various hyperparams
Libraries & Frameworks
LibKGE - A knowledge graph embedding library for reproducible research
Kite client in JavaScript
A python module for English lemmatization and inflection.
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Useful Links
Question Generation using Google T5 and Text2Text
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.