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Name: Vivek V Krishnan
Type: User
Company: Brandscapes Worldwide
Location: India
Name: Vivek V Krishnan
Type: User
Company: Brandscapes Worldwide
Location: India
Code for "High-Precision Model-Agnostic Explanations" paper
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A curated list of awesome Python frameworks, libraries, software and resources
Pytorch-Named-Entity-Recognition-with-BERT
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
A Tensorflow implementation of Capsule Networks
Uplift modeling and causal inference with machine learning algorithms
The standard package for data-centric AI and machine learning with label errors, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.
Collection of useful notebooks and snippets
Code for building ConceptNet from raw data.
ConvoKit is a toolkit for extracting conversational features and analyzing social phenomena in conversations. It includes several large conversational datasets along with scripts exemplifying the use of the toolkit on these datasets.
Examples I was exploring for agent frameworks
The open curriculum for learning web development
Interactive, Reactive Web Apps for Python. Dash Is Productive™
Data Analysis Using Python
Curated list of Python resources for data science.
Read data from, write data to, and modify the formatting of Google Sheets
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
High-performance retrieval engine for unstructured data
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
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.